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Exploratory v5.1の紹介
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Ikuya Murasato
January 23, 2019
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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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Transcript
EXPLORATORY
2 εϐʔΧʔ ా צҰ CEO EXPLORATORY ུྺ ถΦϥΫϧຊࣾͰɺ16ʹΘͨΓσʔλαΠΤϯεͷ։ൃνʔϜΛ ͍ɺػցֶशɺϏοάɾσʔλɺϏδωεɾΠϯςϦδΣϯεɺσʔ λϕʔεʹؔ͢Δଟ͘ͷΛੈʹૹΓग़͢ɻ
ੈքதͷاۀͷτϨʔχϯάɺίϯαϧςʔγϣϯΛ௨ͯ͠σʔ λɾαΠΤϯεͷςΫϊϩδʔͷຽओԽʹΊΔɻ 2016ॳ಄ʹɺΦʔϓϯιʔεͷੈքͰى͖͍ͯΔσʔλαΠΤϯε ͷֵ৽తͳਐาΛɺੈքͷ99%ͷϓϩάϥϛϯάΛ͠ͳ͍ਓͨͪͷ ͱಧ͚͍ͨͱ͍͏ࢥ͍ͷͱɺExploratory, Inc Λ্ཱͪ͛Δɻ ݱࡏExploratory, Inc.ͰCEOΛΊΔ͔ͨΘΒɺσʔλαΠΤϯ εɾϒʔτΩϟϯϓɾτϨʔχϯάͳͲΛ௨ͯ͠γϦίϯόϨʔͰߦ ΘΕ͍ͯΔ࠷ઌͷσʔλαΠΤϯεͷීٴͱڭҭʹऔΓΉɻ @KanAugust
Vision ͯ͢ͷਓ͕σʔλΛͬͯ ΑΓΑ͍ҙࢥܾఆΛ͢Δ
Mission ΞφϦςΟΫεͷຽओԽ
5 ୈ̏ͷ σʔλαΠΤϯεɺAIɺػցֶश౷ܭֶऀɺ։ൃऀͷͨΊ͚ͩͷͷͰ͋Γ·ͤΜɻ σʔλʹڵຯͷ͋ΔਓͳΒ୭͕ੈքͰ࠷ઌͷΞϧΰϦζϜΛͬͯ ϏδωεσʔλΛ؆୯ʹੳͰ͖Δ͖Ͱ͢ɻ Exploratory͕ͦ͏ͨ͠ੈքΛՄೳʹ͠·͢ɻ
ୈ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
࣭ σʔλαΠΤϯεɾϫʔΫϑϩʔ ͑Δ σʔλΞΫηε Ճ ՄࢹԽ ػցֶशɾAI ౷ܭ ϓϩάϥϛϯά
࣭ ExploratoryͰ؆୯ʹͰ͖ΔλεΫ ͑Δ σʔλΞΫηε Ճ ՄࢹԽ ػցֶशɾAI ౷ܭ UI
EXPLORATORY v5.1
৽ػೳ • ύϥϝʔλʔͷαϙʔτ • ϐϘοτɾςʔϒϧͷػೳڧԽ • ΞφϦςΟΫε • νϟʔτ •
σʔλιʔεͷΓସ͑ • ϒϥϯνɾϧʔτͷҠಈ • σʔλɾιʔε
ύϥϝʔλʔ
None
None
None
None
None
ϐϘοτɾςʔϒϧͷػೳڧԽ • URLϦϯΫ • ΧςΰϦʔܕͷαϙʔτ • άϥϯυɾτʔλϧ • ฒͼସ͑ͷઃఆ
ΞφϦςΟΫεͷػೳڧԽ • GLM • ࣌ܥྻ༧ଌ - Prophet • ҟৗݕग़ -
NA Handling • K-MeansΫϥελϦϯά • ύϒϦογϡͱεέδϡʔϧ
Prophet • NAʢܽଛͷิʣ • τϨϯυϥΠϯͷॊೈੑ • ॕޮՌͷఔ • Extra regressor
(TBD)
T-Test • ରԠ͋Γɺͳ͠ • ظ͞ΕΔฏۉ·ͨฏۉͷࠩ • ྆ଆɺยଆݕఆ • ࢄΛԾఆ͢Δ͔ •
৴པਫ४
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
σʔλιʔε • Amazon Athena S3 • ςϥσʔλ • σʔλιʔεͷΓସ͑ •
OAuthͷΓସ͑
Amazon Athena S3
None
σʔλɾϥϯάϦϯά • ࠷ޙʹ๚ΕͨσʔλϥϯάϦϯάͷεςοϓΛهԱ
None
ͦͷଞ • ϨϙδτϦͷΓସ͑ • λΠϜκʔϯ - Postgres • γεςϜɾΤϯίʔσΟϯά
None
কདྷͷϦϦʔε
কདྷͷηϛφʔ
None
• ϓϩάϥϛϯάͳ͠ RݴޠͷUIͰ͋ΔExploratoryΛੳπʔϧͱͯ͠༻͢ΔͨΊडߨதɺϏδωεͷ Λղܾ͢ΔͨΊʹඞཁͳσʔλαΠΤϯεͷख๏ͷशಘʹ100ˋूதͰ͖Δ • ੳπʔϧͷϕϯμʔϩοΫΠϯͳ͠ ExploratoryͰͷ࡞ۀશͯಠཱͨ͠ΦʔϓϯιʔεͷRڥͰ࠶ݱ͕Մೳ • ࢥߟྗͱεΩϧͷशಘ σʔλαΠΤϯεͷεΩϧशಘ͚ͩͰͳ͘ɺσʔλੳʹඞཁͳࢥߟྗशಘͰ͖Δ
ಛ
Q & A
࿈བྷઌ ϝʔϧ
[email protected]
ΣϒαΠτ https://ja.exploratory.io ϒʔτΩϟϯϓɾτϨʔχϯά https://ja.exploratory.io/training-jp Twitter @KanAugust