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Exploratory v5.1の紹介

Ikuya Murasato
January 23, 2019
9.6k

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。

Ikuya Murasato

January 23, 2019
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  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
    [email protected]
    ΢ΣϒαΠτ
    https://ja.exploratory.io
    ϒʔτΩϟϯϓɾτϨʔχϯά
    https://ja.exploratory.io/training-jp
    Twitter
    @KanAugust

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