http://www.lambda.ee/w/index.php?action=history&feed=atom&title=Kordamisk%C3%BCsimused Kordamisküsimused - Redigeerimiste ajalugu 2026-10-28T11:51:59Z Selle lehekülje redigeerimiste ajalugu MediaWiki 1.43.11 http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=18897&oldid=prev PriitJ – 12. mai 2021, kell 05:30 2021-05-12T05:30:38Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 12. mai 2021, kell 07:30</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l41">41. rida:</td> <td colspan="2" class="diff-lineno">41. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Naiivse Bayesi mudelil arvutamine. &#039;&#039;Tõenäosusjaotuste alusel NB hüpoteesi arvutamine.&#039;&#039; ([http://lambda.ee/wiki/Iti0210w10 10])</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Naiivse Bayesi mudelil arvutamine. &#039;&#039;Tõenäosusjaotuste alusel NB hüpoteesi arvutamine.&#039;&#039; ([http://lambda.ee/wiki/Iti0210w10 10])</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Tõenäosuste arvutamine Bayesi võrgul, kasutades juhuslikkusel põhinevat simulatsiooni (&#039;&#039;Gibbs sampling&#039;&#039;).--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Tõenäosuste arvutamine Bayesi võrgul, kasutades juhuslikkusel põhinevat simulatsiooni (&#039;&#039;Gibbs sampling&#039;&#039;).--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Peidetud Markovi mudel. ''Kuidas 1st järku Markovi mudel töötab? Mida <del style="font-weight: bold; text-decoration: none;">teeb forward </del>algoritmi <del style="font-weight: bold; text-decoration: none;">üks samm</del>?'' ([http://lambda.ee/wiki/Iti0210w101 11])</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Peidetud Markovi mudel. ''Kuidas 1st järku Markovi mudel töötab? Mida <ins style="font-weight: bold; text-decoration: none;">teevad "smoothing" </ins>algoritmi <ins style="font-weight: bold; text-decoration: none;">edasi- ja tagasi sammud</ins>?'' ([http://lambda.ee/wiki/Iti0210w101 11])</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># EM-algoritmi põhimõte. &#039;&#039;Mis on E ja M sammud?&#039;&#039; ([http://lambda.ee/wiki/Iti0210w101 11])</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># EM-algoritmi põhimõte. &#039;&#039;Mis on E ja M sammud?&#039;&#039; ([http://lambda.ee/wiki/Iti0210w101 11])</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> </table> PriitJ http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=18894&oldid=prev PriitJ – 10. mai 2021, kell 17:23 2021-05-10T17:23:17Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 10. mai 2021, kell 19:23</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l7">7. rida:</td> <td colspan="2" class="diff-lineno">7. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Algoritmi ajaline keerukus. Suure &quot;O&quot; notatsioon. &#039;&#039;Mis on keerulisem, kas O(n&lt;sup&gt;2&lt;/sup&gt;) või O(2&lt;sup&gt;n&lt;/sup&gt;)?&#039;&#039;--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Algoritmi ajaline keerukus. Suure &quot;O&quot; notatsioon. &#039;&#039;Mis on keerulisem, kas O(n&lt;sup&gt;2&lt;/sup&gt;) või O(2&lt;sup&gt;n&lt;/sup&gt;)?&#039;&#039;--&gt;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Ülesande keerukus. NP-keerukad ülesanded. &#039;&#039;Miks meid huvitab ülesande keerukusklass?&#039;&#039; ([http://lambda.ee/wiki/Iti0210w1 1] + kogu kursus)</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Ülesande keerukus. NP-keerukad ülesanded. &#039;&#039;Miks meid huvitab ülesande keerukusklass?&#039;&#039; ([http://lambda.ee/wiki/Iti0210w1 1] + kogu kursus)</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># Intelligentne agent. Kuidas optimeerida ja mõõta agendi kasulikkust. ([http://lambda.ee/wiki/Iti0210w1 1])</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Üldine iteratiivne puuotsingu algoritm, selle seos reaalse ülesande olekutega (olekuruumiga). ([http://lambda.ee/wiki/Iti0210w3 3])</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Üldine iteratiivne puuotsingu algoritm, selle seos reaalse ülesande olekutega (olekuruumiga). ([http://lambda.ee/wiki/Iti0210w3 3])</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Pimeotsing (laiuti-, sügavuti-). Laiutiotsingu ja sügavutiotsingu ajaline ja ruumiline keerukus. &#039;&#039;Kui mul on hargnemistegur b ja otsing toimub sügavuseni d, mitu tsüklit algoritm teeb?&#039;&#039; ([http://lambda.ee/wiki/Iti0210w3 3])</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Pimeotsing (laiuti-, sügavuti-). Laiutiotsingu ja sügavutiotsingu ajaline ja ruumiline keerukus. &#039;&#039;Kui mul on hargnemistegur b ja otsing toimub sügavuseni d, mitu tsüklit algoritm teeb?&#039;&#039; ([http://lambda.ee/wiki/Iti0210w3 3])</div></td></tr> </table> PriitJ http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=18891&oldid=prev PriitJ – 6. mai 2021, kell 15:19 2021-05-06T15:19:36Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 6. mai 2021, kell 17:19</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l23">23. rida:</td> <td colspan="2" class="diff-lineno">23. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Monte Carlo puuotsing (MCTS). &#039;&#039;Kuidas leitakse käigu võiduprotsent ja valitakse käik?&#039;&#039;  ([http://lambda.ee/wiki/Iti0210w6 5])</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Monte Carlo puuotsing (MCTS). &#039;&#039;Kuidas leitakse käigu võiduprotsent ja valitakse käik?&#039;&#039;  ([http://lambda.ee/wiki/Iti0210w6 5])</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Teadmusbaasil põhineva agendi arhitektuur.</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">&lt;!--</ins># Teadmusbaasil põhineva agendi arhitektuur.<ins style="font-weight: bold; text-decoration: none;">--&gt;</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Teadmusbaasi realiseerimine loogikat kasutades. Järeldumine. &#039;&#039;Kui KB-st järeldub a, mis peavad olema nende tõeväärtused kõigis võimalikes maailmates? KB|-a, KB-&gt;a, KB &amp; -a seos.&#039;&#039; ([http://lambda.ee/wiki/Iti0210w7 6])</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Teadmusbaasi realiseerimine loogikat kasutades. Järeldumine. &#039;&#039;Kui KB-st järeldub a, mis peavad olema nende tõeväärtused kõigis võimalikes maailmates? KB|-a, KB-&gt;a, KB &amp; -a seos.&#039;&#039; ([http://lambda.ee/wiki/Iti0210w7 6])</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># &#039;&#039;Forward chaining&#039;&#039; algoritm. ([http://lambda.ee/wiki/Iti0210w72 7])</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># &#039;&#039;Forward chaining&#039;&#039; algoritm. ([http://lambda.ee/wiki/Iti0210w72 7])</div></td></tr> </table> PriitJ http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=18890&oldid=prev PriitJ – 6. mai 2021, kell 15:18 2021-05-06T15:18:01Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 6. mai 2021, kell 17:18</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l6">6. rida:</td> <td colspan="2" class="diff-lineno">6. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!-- # Intelligentne agent. Agendi ülesande PEAS-kirjeldus. --&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!-- # Intelligentne agent. Agendi ülesande PEAS-kirjeldus. --&gt;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Algoritmi ajaline keerukus. Suure &quot;O&quot; notatsioon. &#039;&#039;Mis on keerulisem, kas O(n&lt;sup&gt;2&lt;/sup&gt;) või O(2&lt;sup&gt;n&lt;/sup&gt;)?&#039;&#039;--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Algoritmi ajaline keerukus. Suure &quot;O&quot; notatsioon. &#039;&#039;Mis on keerulisem, kas O(n&lt;sup&gt;2&lt;/sup&gt;) või O(2&lt;sup&gt;n&lt;/sup&gt;)?&#039;&#039;--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Ülesande keerukus. NP-keerukad ülesanded. ''Miks meid huvitab ülesande keerukusklass?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Ülesande keerukus. NP-keerukad ülesanded. ''Miks meid huvitab ülesande keerukusklass?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w1 1] + kogu kursus)</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Üldine iteratiivne puuotsingu algoritm, selle seos reaalse ülesande olekutega (olekuruumiga).</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Üldine iteratiivne puuotsingu algoritm, selle seos reaalse ülesande olekutega (olekuruumiga). <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w3 3])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Pimeotsing (laiuti-, sügavuti-). Laiutiotsingu ja sügavutiotsingu ajaline ja ruumiline keerukus. ''Kui mul on hargnemistegur b ja otsing toimub sügavuseni d, mitu tsüklit algoritm teeb?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Pimeotsing (laiuti-, sügavuti-). Laiutiotsingu ja sügavutiotsingu ajaline ja ruumiline keerukus. ''Kui mul on hargnemistegur b ja otsing toimub sügavuseni d, mitu tsüklit algoritm teeb?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w3 3])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Heuristiline otsing. Ahne otsingu ja A* hindamisfunktsioon (i.k. ''evaluation function''). ''f(n) = ?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Heuristiline otsing. Ahne otsingu ja A* hindamisfunktsioon (i.k. ''evaluation function''). ''f(n) = ?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w3 3])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># A* optimaalsuse tingimus. ''Kaugus linnulennult ja Manhattan distance. Kas maakaardil on mõlemad optimaalsed?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># A* optimaalsuse tingimus. ''Kaugus linnulennult ja Manhattan distance. Kas maakaardil on mõlemad optimaalsed?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w3 3])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Lokaalne otsing. Otsinguruum, mäeronimine, lokaalsed ja globaalsed maksimumid. ''Mis on mäeronimise lõpetamise tingimus? Ruumiline keerukus? Ajaline keerukus?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Lokaalne otsing. Otsinguruum, mäeronimine, lokaalsed ja globaalsed maksimumid. ''Mis on mäeronimise lõpetamise tingimus? Ruumiline keerukus? Ajaline keerukus?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w45 4] ja mõtle ise)</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Stohhastiline lokaalne otsing (''simulated annealing''). ''Miks peaks lokaalses otsingus kasutama juhuslikkust?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Stohhastiline lokaalne otsing (''simulated annealing''). ''Miks peaks lokaalses otsingus kasutama juhuslikkust?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w45 4])</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Itereeritud kohaliku otsingu (i.k. &#039;&#039;ILS&#039;&#039;) algoritm.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Itereeritud kohaliku otsingu (i.k. &#039;&#039;ILS&#039;&#039;) algoritm.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Strateegia otsing intelligentse vastase vastu. Minimax puu. ''Kuidas jõuavad seisu väärtused puu lehtedest algseisu? Kuidas käik valitakse?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Strateegia otsing intelligentse vastase vastu. Minimax puu. ''Kuidas jõuavad seisu väärtused puu lehtedest algseisu? Kuidas käik valitakse?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w6 5])</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># &#039;&#039;Alpha/beta&#039;&#039; otsing.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># &#039;&#039;Alpha/beta&#039;&#039; otsing.</div></td></tr> <tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l22">22. rida:</td> <td colspan="2" class="diff-lineno">22. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Kitsendusülesande lahendamine rekursiivse otsinguga. Optimeerimise tehnikad (&#039;&#039;MRV&#039;&#039; jne).</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Kitsendusülesande lahendamine rekursiivse otsinguga. Optimeerimise tehnikad (&#039;&#039;MRV&#039;&#039; jne).</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Monte Carlo puuotsing (MCTS). ''Kuidas leitakse käigu võiduprotsent ja valitakse käik?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Monte Carlo puuotsing (MCTS). ''Kuidas leitakse käigu võiduprotsent ja valitakse käik?'' <ins style="font-weight: bold; text-decoration: none;"> ([http://lambda.ee/wiki/Iti0210w6 5])</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Teadmusbaasil põhineva agendi arhitektuur.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Teadmusbaasil põhineva agendi arhitektuur.</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Teadmusbaasi realiseerimine loogikat kasutades. Järeldumine. ''Kui KB-st järeldub a, mis peavad olema nende tõeväärtused kõigis võimalikes maailmates? KB|-a, KB-&gt;a, KB &amp; -a seos.''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Teadmusbaasi realiseerimine loogikat kasutades. Järeldumine. ''Kui KB-st järeldub a, mis peavad olema nende tõeväärtused kõigis võimalikes maailmates? KB|-a, KB-&gt;a, KB &amp; -a seos.'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w7 6])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># ''Forward chaining'' algoritm.</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># ''Forward chaining'' algoritm. <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w72 7])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Resolutsioonimeetod lausearvutuses. ''Kuidas toimib resolutsioonireegel? Mismoodi saab sellest ühest reeglist teha järeldamise algoritmi?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Resolutsioonimeetod lausearvutuses. ''Kuidas toimib resolutsioonireegel? Mismoodi saab sellest ühest reeglist teha järeldamise algoritmi?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w72 7])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Predikaatloogika (i.k. ''first order logic'') teadmusbaas. Faktide ja reeglite kirja panek lihtsas süntaksis (nagu logictools).</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Predikaatloogika (i.k. ''first order logic'') teadmusbaas. Faktide ja reeglite kirja panek lihtsas süntaksis (nagu logictools). <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w8 8] ja kodutööd)</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Prologi kasutamine predikaatloogika reeglite ja faktide kirjapanekuks. &#039;&#039;Kui on antud Prologi reegel a(X):- b(X), siis mida see tähendab? Pane mingi teadmus kirja Prologis&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Prologi kasutamine predikaatloogika reeglite ja faktide kirjapanekuks. &#039;&#039;Kui on antud Prologi reegel a(X):- b(X), siis mida see tähendab? Pane mingi teadmus kirja Prologis&#039;&#039;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Tinglik tõenäosus. ''P(a,b,c|d,e,f)''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Tinglik tõenäosus. ''P(a,b,c|d,e,f)'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w9 9])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Diskreetsete juhuslike suuruste ühisjaotus, lausete tõenäosuse arvutamine selle kaudu. ''Kui on antud ühisjaotus, kuidas ma arvutan P(mingi lause)?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Diskreetsete juhuslike suuruste ühisjaotus, lausete tõenäosuse arvutamine selle kaudu. ''Kui on antud ühisjaotus, kuidas ma arvutan P(mingi lause)?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w9 9])</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Juhuslike suuruste iseseisvus. Bayesi võrk.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Juhuslike suuruste iseseisvus. Bayesi võrk.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Juhuslike suuruste iseseisvus ja tinglik iseseisvus. ''Mis kasu on iseseisvusest tõenäosusmudelite juures?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Juhuslike suuruste iseseisvus ja tinglik iseseisvus. ''Mis kasu on iseseisvusest tõenäosusmudelite juures?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w10 10])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Tõenäosuste statistiline hindamine. ''Kuidas tekivad tõenäosused Naiivse Bayesi valemisse?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Tõenäosuste statistiline hindamine. ''Kuidas tekivad tõenäosused Naiivse Bayesi valemisse?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210ex9 ülesanne])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Naiivse Bayesi mudelil arvutamine. ''Tõenäosusjaotuste alusel NB hüpoteesi arvutamine.''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Naiivse Bayesi mudelil arvutamine. ''Tõenäosusjaotuste alusel NB hüpoteesi arvutamine.'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w10 10])</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Tõenäosuste arvutamine Bayesi võrgul, kasutades juhuslikkusel põhinevat simulatsiooni (&#039;&#039;Gibbs sampling&#039;&#039;).--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Tõenäosuste arvutamine Bayesi võrgul, kasutades juhuslikkusel põhinevat simulatsiooni (&#039;&#039;Gibbs sampling&#039;&#039;).--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Peidetud Markovi mudel. ''Kuidas 1st järku Markovi mudel töötab? Mida teeb forward algoritmi üks samm?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Peidetud Markovi mudel. ''Kuidas 1st järku Markovi mudel töötab? Mida teeb forward algoritmi üks samm?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w101 11])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># EM-algoritmi põhimõte. ''Mis on E ja M sammud?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># EM-algoritmi põhimõte. ''Mis on E ja M sammud?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w101 11])</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Bayesi võrgu koostamine.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Bayesi võrgu koostamine.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Õppimine - mingile tundmatule funktsioonile lähendi leidmine.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Õppimine - mingile tundmatule funktsioonile lähendi leidmine.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Tehisneuroni tööpõhimõte. ''Sisendid, väljundid, nende vaheline seos''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Tehisneuroni tööpõhimõte. ''Sisendid, väljundid, nende vaheline seos'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w12 12], [http://lambda.ee/wiki/Iti0210ex12 ülesanne])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Tehisnärvivõrkude treenimise põhimõtted. ''Mismoodi saame väljundi veast paranduse närvivõrgu kaaludele?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Tehisnärvivõrkude treenimise põhimõtted. ''Mismoodi saame väljundi veast paranduse närvivõrgu kaaludele?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w121 13])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># ''Q-learning''. Käitumise õppimine. ''Q tabeli sisu. Kuidas sinna uusi väärtusi arvutada?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># ''Q-learning''. Käitumise õppimine. ''Q tabeli sisu. Kuidas sinna uusi väärtusi arvutada?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w13 14])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># k lähima naabri klassifikaator. ''Kuidas leiab k-NN algoritm punktile (andmeobjektile) klassi?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># k lähima naabri klassifikaator. ''Kuidas leiab k-NN algoritm punktile (andmeobjektile) klassi?'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w15 15])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Klassifitseerimine otsustuspuu abil. ''Otsustuspuu konstrueerimine, kasutamine otsuse tegemiseks.''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Klassifitseerimine otsustuspuu abil. ''Otsustuspuu konstrueerimine, kasutamine otsuse tegemiseks.'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w15 15])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Informatsiooni koguse hindamine entroopia kaudu. ''Entroopia arvutus ja selle tähendus''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Informatsiooni koguse hindamine entroopia kaudu. ''Entroopia arvutus ja selle tähendus'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w15 15],[https://moodle.taltech.ee/mod/quiz/view.php?id=380451 ülesanne])</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Lineaarne regressioon. ''Milleks on vaja kaofunktsiooni? Ühe muutujaga lineaarse regressiooni arvutamine.''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Lineaarne regressioon. ''Milleks on vaja kaofunktsiooni? Ühe muutujaga lineaarse regressiooni arvutamine.'' <ins style="font-weight: bold; text-decoration: none;">([http://lambda.ee/wiki/Iti0210w15 15])</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Eksistentsiaalne risk. Tehisintellekti eetika.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Eksistentsiaalne risk. Tehisintellekti eetika.</div></td></tr> </table> PriitJ http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=18889&oldid=prev PriitJ – 6. mai 2021, kell 15:02 2021-05-06T15:02:22Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 6. mai 2021, kell 17:02</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l27">27. rida:</td> <td colspan="2" class="diff-lineno">27. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># &#039;&#039;Forward chaining&#039;&#039; algoritm.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># &#039;&#039;Forward chaining&#039;&#039; algoritm.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Resolutsioonimeetod lausearvutuses. &#039;&#039;Kuidas toimib resolutsioonireegel? Mismoodi saab sellest ühest reeglist teha järeldamise algoritmi?&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Resolutsioonimeetod lausearvutuses. &#039;&#039;Kuidas toimib resolutsioonireegel? Mismoodi saab sellest ühest reeglist teha järeldamise algoritmi?&#039;&#039;</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># Predikaatloogika (i.k. ''first order logic'') teadmusbaas. Faktide ja reeglite kirja panek lihtsas süntaksis (nagu logictools).</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># <del style="font-weight: bold; text-decoration: none;">Predikaatloogika (i.k</del>. ''<del style="font-weight: bold; text-decoration: none;">first order logic</del>''<del style="font-weight: bold; text-decoration: none;">) teadmusbaas.</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># <ins style="font-weight: bold; text-decoration: none;">Prologi kasutamine predikaatloogika reeglite ja faktide kirjapanekuks</ins>. ''<ins style="font-weight: bold; text-decoration: none;">Kui on antud Prologi reegel a(X):- b(X), siis mida see tähendab? Pane mingi teadmus kirja Prologis</ins>''</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"># Prologi kasutamine predikaatloogika reeglite ja faktide kirjapanekuks. ''Kui on antud Prologi reegel a(X):- b(X), siis mida see tähendab? Pane mingi teadmus kirja Prologis''</del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tinglik tõenäosus. &#039;&#039;P(a,b,c|d,e,f)&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tinglik tõenäosus. &#039;&#039;P(a,b,c|d,e,f)&#039;&#039;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Diskreetsete juhuslike suuruste ühisjaotus, lausete tõenäosuse arvutamine selle kaudu. &#039;&#039;Kui on antud ühisjaotus, kuidas ma arvutan P(mingi lause)?&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Diskreetsete juhuslike suuruste ühisjaotus, lausete tõenäosuse arvutamine selle kaudu. &#039;&#039;Kui on antud ühisjaotus, kuidas ma arvutan P(mingi lause)?&#039;&#039;</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">&lt;!--</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Juhuslike suuruste iseseisvus. Bayesi võrk.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Juhuslike suuruste iseseisvus. Bayesi võrk.</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">--&gt;</ins></div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># Juhuslike suuruste iseseisvus ja tinglik iseseisvus. ''Mis kasu on iseseisvusest tõenäosusmudelite juures?''</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tõenäosuste statistiline hindamine. &#039;&#039;Kuidas tekivad tõenäosused Naiivse Bayesi valemisse?&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tõenäosuste statistiline hindamine. &#039;&#039;Kuidas tekivad tõenäosused Naiivse Bayesi valemisse?&#039;&#039;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># <del style="font-weight: bold; text-decoration: none;">Naiivne </del>Bayesi mudelil arvutamine. ''Tõenäosusjaotuste alusel NB hüpoteesi arvutamine. <del style="font-weight: bold; text-decoration: none;">Normaliseerimine tõenäosuste leidmiseks</del>''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># <ins style="font-weight: bold; text-decoration: none;">Naiivse </ins>Bayesi mudelil arvutamine. ''Tõenäosusjaotuste alusel NB hüpoteesi arvutamine.''</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Tõenäosuste arvutamine Bayesi võrgul, kasutades juhuslikkusel põhinevat simulatsiooni (''Gibbs sampling'').</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Tõenäosuste arvutamine Bayesi võrgul, kasutades juhuslikkusel põhinevat simulatsiooni (''Gibbs sampling'').<ins style="font-weight: bold; text-decoration: none;">--&gt;</ins></div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Peidetud Markovi mudel. ''Kuidas 1st järku Markovi mudel töötab? Mida teeb forward algoritmi üks samm?''-<del style="font-weight: bold; text-decoration: none;">-&gt;</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Peidetud Markovi mudel. ''Kuidas 1st järku Markovi mudel töötab? Mida teeb forward algoritmi üks samm?''</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># EM</ins>-<ins style="font-weight: bold; text-decoration: none;">algoritmi põhimõte. ''Mis on E ja M sammud?''</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Bayesi võrgu koostamine.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Bayesi võrgu koostamine.</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># Õppimine - mingile tundmatule funktsioonile lähendi leidmine.</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"># Õppimine - mingile tundmatule funktsioonile lähendi leidmine.</del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"># Informatsiooni koguse hindamine entroopia kaudu. ''Entroopia arvutus ja selle tähendus''</del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"># Klassifitseerimine otsustuspuu abil. Otsustuspuu ehitamine ''DTL'' (tuntud ka ''ID3'' nime all) algoritmiga. ''Otsustuspuu konstrueerimine, kasutamine otsuse tegemiseks.''</del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"># Lineaarne regressioon. ''Milleks on vaja kaofunktsiooni? Ühe muutujaga lineaarse regressiooni arvutamine.''</del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisneuroni tööpõhimõte. &#039;&#039;Sisendid, väljundid, nende vaheline seos&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisneuroni tööpõhimõte. &#039;&#039;Sisendid, väljundid, nende vaheline seos&#039;&#039;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisnärvivõrkude treenimise põhimõtted. &#039;&#039;Mismoodi saame väljundi veast paranduse närvivõrgu kaaludele?&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisnärvivõrkude treenimise põhimõtted. &#039;&#039;Mismoodi saame väljundi veast paranduse närvivõrgu kaaludele?&#039;&#039;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># &#039;&#039;Q-learning&#039;&#039;. Käitumise õppimine. &#039;&#039;Q tabeli sisu. Kuidas sinna uusi väärtusi arvutada?&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># &#039;&#039;Q-learning&#039;&#039;. Käitumise õppimine. &#039;&#039;Q tabeli sisu. Kuidas sinna uusi väärtusi arvutada?&#039;&#039;</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># k lähima naabri klassifikaator. ''Kuidas leiab k-NN algoritm punktile (andmeobjektile) klassi?''</ins></div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># Klassifitseerimine otsustuspuu abil. ''Otsustuspuu konstrueerimine, kasutamine otsuse tegemiseks.''</ins></div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># Informatsiooni koguse hindamine entroopia kaudu. ''Entroopia arvutus ja selle tähendus''</ins></div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># Lineaarne regressioon. ''Milleks on vaja kaofunktsiooni? Ühe muutujaga lineaarse regressiooni arvutamine.''</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Eksistentsiaalne risk. Tehisintellekti eetika.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Eksistentsiaalne risk. Tehisintellekti eetika.</div></td></tr> </table> PriitJ http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=17360&oldid=prev PriitJ – 28. aprill 2020, kell 11:54 2020-04-28T11:54:08Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 28. aprill 2020, kell 13:54</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l51">51. rida:</td> <td colspan="2" class="diff-lineno">51. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Eksistentsiaalne risk. Tehisintellekti eetika.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Eksistentsiaalne risk. Tehisintellekti eetika.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"></ins></div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">[[Category:Iti0210]]</ins></div></td></tr> </table> PriitJ http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=17358&oldid=prev PriitJ – 27. aprill 2020, kell 08:52 2020-04-27T08:52:29Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 27. aprill 2020, kell 10:52</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l42">42. rida:</td> <td colspan="2" class="diff-lineno">42. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Õppimine - mingile tundmatule funktsioonile lähendi leidmine.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Õppimine - mingile tundmatule funktsioonile lähendi leidmine.</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Klassifitseerimine otsustuspuu abil. Otsustuspuu ehitamine ''DTL'' (tuntud ka ''ID3'' nime all) algoritmiga<del style="font-weight: bold; text-decoration: none;">. Informatsiooni entroopia</del>. ''Otsustuspuu konstrueerimine, kasutamine otsuse tegemiseks.''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># Informatsiooni koguse hindamine entroopia kaudu. ''Entroopia arvutus ja selle tähendus''</ins></div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Klassifitseerimine otsustuspuu abil. Otsustuspuu ehitamine ''DTL'' (tuntud ka ''ID3'' nime all) algoritmiga. ''Otsustuspuu konstrueerimine, kasutamine otsuse tegemiseks.''</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Lineaarne regressioon. &#039;&#039;Milleks on vaja kaofunktsiooni? Ühe muutujaga lineaarse regressiooni arvutamine.&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Lineaarne regressioon. &#039;&#039;Milleks on vaja kaofunktsiooni? Ühe muutujaga lineaarse regressiooni arvutamine.&#039;&#039;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisneuroni tööpõhimõte. &#039;&#039;Sisendid, väljundid, nende vaheline seos&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisneuroni tööpõhimõte. &#039;&#039;Sisendid, väljundid, nende vaheline seos&#039;&#039;</div></td></tr> </table> PriitJ http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=17357&oldid=prev PriitJ – 27. aprill 2020, kell 08:48 2020-04-27T08:48:48Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 27. aprill 2020, kell 10:48</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l5">5. rida:</td> <td colspan="2" class="diff-lineno">5. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!-- # Intelligentne agent. Agendi ülesande PEAS-kirjeldus. --&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!-- # Intelligentne agent. Agendi ülesande PEAS-kirjeldus. --&gt;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># Algoritmi ajaline keerukus. Suure "O" notatsioon. ''Mis on keerulisem, kas O(n&lt;sup&gt;2&lt;/sup&gt;) või O(2&lt;sup&gt;n&lt;/sup&gt;)?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">&lt;!--</ins># Algoritmi ajaline keerukus. Suure "O" notatsioon. ''Mis on keerulisem, kas O(n&lt;sup&gt;2&lt;/sup&gt;) või O(2&lt;sup&gt;n&lt;/sup&gt;)?''<ins style="font-weight: bold; text-decoration: none;">--&gt;</ins></div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Ülesande keerukus. NP-keerukad ülesanded. &#039;&#039;Miks meid huvitab ülesande keerukusklass?&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Ülesande keerukus. NP-keerukad ülesanded. &#039;&#039;Miks meid huvitab ülesande keerukusklass?&#039;&#039;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Üldine iteratiivne puuotsingu algoritm, selle seos reaalse ülesande olekutega (olekuruumiga).</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Üldine iteratiivne puuotsingu algoritm, selle seos reaalse ülesande olekutega (olekuruumiga).</div></td></tr> <tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l34">34. rida:</td> <td colspan="2" class="diff-lineno">34. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Diskreetsete juhuslike suuruste ühisjaotus, lausete tõenäosuse arvutamine selle kaudu. &#039;&#039;Kui on antud ühisjaotus, kuidas ma arvutan P(mingi lause)?&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Diskreetsete juhuslike suuruste ühisjaotus, lausete tõenäosuse arvutamine selle kaudu. &#039;&#039;Kui on antud ühisjaotus, kuidas ma arvutan P(mingi lause)?&#039;&#039;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Juhuslike suuruste iseseisvus. Bayesi võrk.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Juhuslike suuruste iseseisvus. Bayesi võrk.</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># <del style="font-weight: bold; text-decoration: none;">Naiivne Bayesi mudel</del>. ''Kuidas tekivad tõenäosused <del style="font-weight: bold; text-decoration: none;">NB </del>valemisse?''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># <ins style="font-weight: bold; text-decoration: none;">Tõenäosuste statistiline hindamine</ins>. ''Kuidas tekivad tõenäosused <ins style="font-weight: bold; text-decoration: none;">Naiivse Bayesi </ins>valemisse?<ins style="font-weight: bold; text-decoration: none;">''</ins></div></td></tr> <tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"># Naiivne Bayesi mudelil arvutamine. ''Tõenäosusjaotuste alusel NB hüpoteesi arvutamine. Normaliseerimine tõenäosuste leidmiseks</ins>''</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Tõenäosuste arvutamine Bayesi võrgul, kasutades juhuslikkusel põhinevat simulatsiooni (&#039;&#039;Gibbs sampling&#039;&#039;).</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--# Tõenäosuste arvutamine Bayesi võrgul, kasutades juhuslikkusel põhinevat simulatsiooni (&#039;&#039;Gibbs sampling&#039;&#039;).</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Peidetud Markovi mudel. &#039;&#039;Kuidas 1st järku Markovi mudel töötab? Mida teeb forward algoritmi üks samm?&#039;&#039;--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Peidetud Markovi mudel. &#039;&#039;Kuidas 1st järku Markovi mudel töötab? Mida teeb forward algoritmi üks samm?&#039;&#039;--&gt;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!--</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"># Juhuslike suuruste iseseisvus. Bayesi reegel.</del></div></td><td colspan="2" class="diff-side-added"></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Bayesi võrgu koostamine.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Bayesi võrgu koostamine.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>--&gt;</div></td></tr> </table> PriitJ http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=17354&oldid=prev PriitJ – 25. aprill 2020, kell 15:29 2020-04-25T15:29:41Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 25. aprill 2020, kell 17:29</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l1">1. rida:</td> <td colspan="2" class="diff-lineno">1. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>Eksamiks valmistudes arvesta, et <del style="font-weight: bold; text-decoration: none;">'''eksamil võib küsida kõike seda</del>, <del style="font-weight: bold; text-decoration: none;">millest on räägitud loengutes'''</del>.</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>Eksamiks valmistudes arvesta, et <ins style="font-weight: bold; text-decoration: none;">eksami raskusaste eeldab loengute kuulamist</ins>, <ins style="font-weight: bold; text-decoration: none;">viidatud õpiku osade lugemist ja harjutusülesannete tegemist</ins>.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">S.t. allolev </del>nimekiri <del style="font-weight: bold; text-decoration: none;">ei ole lõplik ega täielik</del>.</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">Allolev </ins>nimekiri <ins style="font-weight: bold; text-decoration: none;">võib veel täieneda ja muutuda</ins>.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!-- # Intelligentne agent. Agendi ülesande PEAS-kirjeldus. --&gt;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>&lt;!-- # Intelligentne agent. Agendi ülesande PEAS-kirjeldus. --&gt;</div></td></tr> </table> PriitJ http://www.lambda.ee/w/index.php?title=Kordamisk%C3%BCsimused&diff=16421&oldid=prev PriitJ – 29. detsember 2019, kell 15:54 2019-12-29T15:54:59Z <p></p> <table style="background-color: #fff; color: #202122;" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="et"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">←Vanem redaktsioon</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Redaktsioon: 29. detsember 2019, kell 17:54</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l43">43. rida:</td> <td colspan="2" class="diff-lineno">43. rida:</td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Õppimine - mingile tundmatule funktsioonile lähendi leidmine.</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Õppimine - mingile tundmatule funktsioonile lähendi leidmine.</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Klassifitseerimine otsustuspuu abil. Otsustuspuu ehitamine &#039;&#039;DTL&#039;&#039; (tuntud ka &#039;&#039;ID3&#039;&#039; nime all) algoritmiga. Informatsiooni entroopia. &#039;&#039;Otsustuspuu konstrueerimine, kasutamine otsuse tegemiseks.&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Klassifitseerimine otsustuspuu abil. Otsustuspuu ehitamine &#039;&#039;DTL&#039;&#039; (tuntud ka &#039;&#039;ID3&#039;&#039; nime all) algoritmiga. Informatsiooni entroopia. &#039;&#039;Otsustuspuu konstrueerimine, kasutamine otsuse tegemiseks.&#039;&#039;</div></td></tr> <tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div># <del style="font-weight: bold; text-decoration: none;">(?) </del>Lineaarne regressioon. ''Milleks on vaja kaofunktsiooni? Ühe muutujaga lineaarse regressiooni arvutamine.''</div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div># Lineaarne regressioon. ''Milleks on vaja kaofunktsiooni? Ühe muutujaga lineaarse regressiooni arvutamine.''</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisneuroni tööpõhimõte. &#039;&#039;Sisendid, väljundid, nende vaheline seos&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisneuroni tööpõhimõte. &#039;&#039;Sisendid, väljundid, nende vaheline seos&#039;&#039;</div></td></tr> <tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisnärvivõrkude treenimise põhimõtted. &#039;&#039;Mismoodi saame väljundi veast paranduse närvivõrgu kaaludele?&#039;&#039;</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div># Tehisnärvivõrkude treenimise põhimõtted. &#039;&#039;Mismoodi saame väljundi veast paranduse närvivõrgu kaaludele?&#039;&#039;</div></td></tr> </table> PriitJ