Exploratory v5.1の紹介

2019/1/23(水)に開催したExploratory データサイエンス勉強会#8の資料です。

Transcript

1. EXPLORATORY
   

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2. 2
   εϐʔΧʔ
   ੢ా צҰ࿠
   CEO
   EXPLORATORY
   ུྺ
   ถΦϥΫϧຊࣾͰɺ16೥ʹΘͨΓσʔλαΠΤϯεͷ։ൃνʔϜΛ཰
   ͍ɺػցֶशɺϏοάɾσʔλɺϏδωεɾΠϯςϦδΣϯεɺσʔ
   λϕʔεʹؔ͢Δ਺ଟ͘ͷ੡඼ΛੈʹૹΓग़͢ɻ
   ੈքதͷاۀ΁ͷτϨʔχϯάɺίϯαϧςʔγϣϯΛ௨ͯ͠σʔ
   λɾαΠΤϯεͷςΫϊϩδʔͷຽओԽʹ౒ΊΔɻ
   2016೥ॳ಄ʹɺΦʔϓϯιʔεͷੈքͰى͖͍ͯΔσʔλαΠΤϯε
   ͷֵ৽తͳਐาΛɺੈքͷ99%ͷϓϩάϥϛϯάΛ͠ͳ͍ਓͨͪͷ΋
   ͱ΁ಧ͚͍ͨͱ͍͏ࢥ͍ͷ΋ͱɺExploratory, Inc Λ্ཱͪ͛Δɻ
   ݱࡏ͸Exploratory, Inc.ͰCEOΛ຿ΊΔ͔ͨΘΒɺσʔλαΠΤϯ
   εɾϒʔτΩϟϯϓɾτϨʔχϯάͳͲΛ௨ͯ͠γϦίϯόϨʔͰߦ
   ΘΕ͍ͯΔ࠷ઌ୺ͷσʔλαΠΤϯεͷීٴͱڭҭʹऔΓ૊Ήɻ
   @KanAugust
   

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3. Vision
   ͢΂ͯͷਓ͕σʔλΛ࢖ͬͯ
   ΑΓΑ͍ҙࢥܾఆΛ͢Δ
   

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4. Mission
   ΞφϦςΟΫεͷຽओԽ
   

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5. 5
   ୈ̏ͷ೾
   σʔλαΠΤϯεɺAIɺػցֶश͸౷ܭֶऀɺ։ൃऀͷͨΊ͚ͩͷ΋ͷͰ͸͋Γ·ͤΜɻ
   σʔλʹڵຯͷ͋ΔਓͳΒ୭΋͕ੈքͰ࠷ઌ୺ͷΞϧΰϦζϜΛ࢖ͬͯ
   ϏδωεσʔλΛ؆୯ʹ෼ੳͰ͖Δ΂͖Ͱ͢ɻ
   Exploratory͕ͦ͏ͨ͠ੈքΛՄೳʹ͠·͢ɻ
   

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6. ୈ1ͷ೾ ୈ̎ͷ೾ ୈ̏ͷ೾
   ϓϥΠϕʔτ(ߴ͍/ݹ͍) Φʔϓϯɾιʔε(ແྉ/࠷ઌ୺)
   UI & ϓϩάϥϛϯά ϓϩάϥϛϯά
   2016
   2000
   1976
   ϚωλΠθʔγϣϯ ίϞσΟςΟԽ ຽओԽ
   ౷ܭֶऀ σʔλαΠΤϯςΟετ
   Exploratory
   ΞϧΰϦζϜ
   Ϣʔβʔɾ
   ମݧ
   πʔϧ
   Φʔϓϯɾιʔε(ແྉ/࠷ઌ୺)
   UI & ࣗಈԽ
   ϏδωεɾϢʔβʔ
   ςʔϚ
   σʔλαΠΤϯεͷຽओԽ
   

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7. ࣭໰
   σʔλαΠΤϯεɾϫʔΫϑϩʔ
   ఻͑Δ
   σʔλΞΫηε
   Ճ޻
   ՄࢹԽ
   ػցֶशɾAI
   ౷ܭ
   ϓϩάϥϛϯά
   

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8. ࣭໰
   ExploratoryͰ؆୯ʹͰ͖ΔλεΫ
   ఻͑Δ
   σʔλΞΫηε
   Ճ޻
   ՄࢹԽ
   ػցֶशɾAI
   ౷ܭ
   UI
   

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9. EXPLORATORY v5.1
   

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10. ৽ػೳ
    • ύϥϝʔλʔͷαϙʔτ
    • ϐϘοτɾςʔϒϧͷػೳڧԽ
    • ΞφϦςΟΫε
    • νϟʔτ
    • σʔλιʔεͷ੾Γସ͑
    • ϒϥϯνɾϧʔτͷҠಈ
    • σʔλɾιʔε
    

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11. ύϥϝʔλʔ
    

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17. ϐϘοτɾςʔϒϧͷػೳڧԽ
    • URLϦϯΫ
    • ΧςΰϦʔܕͷαϙʔτ
    • άϥϯυɾτʔλϧ
    • ฒͼସ͑ͷઃఆ
    

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18. ΞφϦςΟΫεͷػೳڧԽ
    • GLM
    • ࣌ܥྻ༧ଌ - Prophet
    • ҟৗ஋ݕग़ - NA Handling
    • K-MeansΫϥελϦϯά
    • ύϒϦογϡͱεέδϡʔϧ
    

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19. Prophet
    • NAʢܽଛ஋ͷิ׬ʣ
    • τϨϯυϥΠϯͷॊೈੑ
    • ॕ೔ޮՌͷఔ౓
    • Extra regressor (TBD)
    

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20. T-Test
    • ରԠ͋Γɺͳ͠
    • ظ଴͞ΕΔฏۉ஋·ͨ͸ฏۉ஋ͷࠩ
    • ྆ଆɺยଆݕఆ
    • ౳෼ࢄΛԾఆ͢Δ͔
    • ৴པਫ४
    

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21. νϟʔτͷػೳڧԽ
    • ’Other’άϧʔϓ
    • όϒϧɾνϟʔτ
    • Support number formatting on trend/reference line balloon
    • Add an option to show/hide legend on map
    • Add an option to set the background transparent at exporting as image
    

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22. σʔλιʔε
    • Amazon Athena S3
    • ςϥσʔλ
    • σʔλιʔεͷ੾Γସ͑
    • OAuthͷ੾Γସ͑
    

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23. Amazon Athena S3
    

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25. σʔλɾϥϯάϦϯά
    • ࠷ޙʹ๚ΕͨσʔλϥϯάϦϯάͷεςοϓΛهԱ
    

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27. ͦͷଞ
    • ϨϙδτϦͷ੾Γସ͑
    • λΠϜκʔϯ - Postgres
    • γεςϜɾΤϯίʔσΟϯά
    

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29. কདྷͷϦϦʔε
    

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30. কདྷͷηϛφʔ
    

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32. • ϓϩάϥϛϯάͳ͠
    RݴޠͷUIͰ͋ΔExploratoryΛ෼ੳπʔϧͱͯ͠࢖༻͢ΔͨΊडߨத͸ɺϏδωεͷ
    ໰୊Λղܾ͢ΔͨΊʹඞཁͳσʔλαΠΤϯεͷख๏ͷशಘʹ100ˋूதͰ͖Δ
    
    • ෼ੳπʔϧͷϕϯμʔϩοΫΠϯͳ͠
    ExploratoryͰͷ࡞ۀ͸શͯಠཱͨ͠ΦʔϓϯιʔεͷR؀ڥͰ࠶ݱ͕Մೳ
    
    • ࢥߟྗͱεΩϧͷशಘ
    σʔλαΠΤϯεͷεΩϧशಘ͚ͩͰͳ͘ɺσʔλ෼ੳʹඞཁͳࢥߟྗ΋शಘͰ͖Δ
    ಛ௃
    

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33. Q & A
    

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34. ࿈བྷઌ
    ϝʔϧ
    kan@exploratory.io
    ΢ΣϒαΠτ
    https://ja.exploratory.io
    ϒʔτΩϟϯϓɾτϨʔχϯά
    https://ja.exploratory.io/training-jp
    Twitter
    @KanAugust
    

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