Slide 1

Slide 1 text

Copyright(c) Kobe Digital Labo Inc. #VJMEͰൃද͞ΕͨػցֶशܥΛͨΊͯ͠Έͨ ଜԬਖ਼࿨

Slide 2

Slide 2 text

Copyright(c) Kobe Digital Labo Inc. HTML5-WEST.jp୅ද / html5j ϚʔΫΞοϓ෦ ෦௕ / HTML5 Experts.jp ϝϯόʔ NPO๏ਓ೔ຊ΢ΣΞϥϒϧσόΠεϢʔβʔձཧࣄ ਆށࢢ΢ΣΞϥϒϧσόΠεਪਐձٞϝϯόʔ JS Boardษڧձ ओ࠻ ΉΒ͓͔ɹ·͔ͣ͞ ଜԬਖ਼࿨ גࣜձࣾਆށσδλϧɾϥϘ औక໾ @bathtimefish 8FC *P5ؔ࿈ٕज़ʹ͍ͭͯͷߨԋࣥචΛ ΘΓͱͨ͘͞Μ΍ͬͯ·͢ɻ

Slide 3

Slide 3 text

#VJMEͰػցֶशؔ࿈ͷൃද͕͍͔ͭ͋ͬͨ͘ IUUQTXXXJUNFEJBDPKQFOUFSQSJTFBSUJDMFTOFXTIUNM IUUQTKBQBO[EOFUDPNBSUJDMF ग़ॴ;%/FU+BQBO ग़ॴ*5.FEJB

Slide 4

Slide 4 text

ͦͷதͰؾʹͳ͍͔ͬͨͭ͘ "[VSF1FSTPOBMJ[FS 1SFWJFX IUUQTB[VSFNJDSPTPGUDPNKBKQTFSWJDFTDPHOJUJWFTFSWJDFTQFSTPOBMJ[FS .-OFU"VUP.- 1SFWJFX IUUQTHJUIVCDPNEPUOFUNBDIJOFMFBSOJOHTBNQMFTCMPCNBTUFS 3&"%.&NEBVUPNBUFNMOFUNPEFMTHFOFSBUJPOQSFWJFXTUBUF "OPNBMZ%FUFDUPS 1SFWJFX IUUQTB[VSFNJDSPTPGUDPNKBKQTFSWJDFTDPHOJUJWFTFSWJDFTQFSTPOBMJ[FS $SFBUFBOEFYQMPSFBVUPNBUFENBDIJOFMFBSOJOH FYQFSJNFOUTJOUIF"[VSFQPSUBM 1SFWJFX IUUQTEPDTNJDSPTPGUDPNFOVTB[VSFNBDIJOFMFBSOJOHTFSWJDFIPXUPDSFBUFQPSUBMFYQFSJNFOUT ✔ ✔ ͭ͞Βͬͱಈ͔ͯ͠ΈΑ͏ͱࢥ͍·͢

Slide 5

Slide 5 text

ಈ࡞؀ڥ NBD04W 7JTVBM4UVEJPGPS.BD$PNNVOJUZ CVJME /&5$PSF

Slide 6

Slide 6 text

"[VSF1FSTPOBMJ[FS 1SFWJFX IUUQTB[VSFNJDSPTPGUDPNKBKQTFSWJDFTDPHOJUJWFTFSWJDFTQFSTPOBMJ[FS

Slide 7

Slide 7 text

IUUQTEPDTNJDSPTPGUDPNFOVTB[VSFDPHOJUJWFTFSWJDFTQFSTPOBMJ[FSDTIBSQRVJDLTUBSUDPNNBOEMJOFGFFECBDLMPPQ

Slide 8

Slide 8 text

1PSUBMͰ1FSTPOBMJ[FSΛ σϓϩΠ͢Δ

Slide 9

Slide 9 text

%PDLFSDPOUBJOFS͕͋Δ͡ΌΜ͜Ε͸ָͪΜʂ

Slide 10

Slide 10 text

ӕΛ͔ͭΕ·ͨ͠ IUUQTIVCEPDLFSDPN@NJDSPTPGUB[VSFDPHOJUJWFTFSWJDFTQFSTPOBMJ[FS

Slide 11

Slide 11 text

ΤϯυϙΠϯτͱΩʔΛϝϞ͓ͬͯ͘

Slide 12

Slide 12 text

Ϟσϧͷߋ৽ස౓Λසൟʹ͓ͯ͘͠

Slide 13

Slide 13 text

7JTVBM4UVEJPͰ/&5ίϯιʔϧΞϓϦΛ࡞੒͢Δ

Slide 14

Slide 14 text

cd ./PersonalizerExample/PersonalizerExample dotnet add package Microsoft.Azure.CognitiveServices.Personalizer --version 0.8.0-preview 1FSTPOBMJ[FS&YBNQMFDTQSPK͕͋ΔσΟϨΫτϦʹҠಈͯ͠ 1FSTPOBMJ[FS"1*ύοέʔδΛ௥Ճ͢Δ

Slide 15

Slide 15 text

IUUQTEPDTNJDSPTPGUDPNFOVTB[VSFDPHOJUJWFTFSWJDFTQFSTPOBMJ[FS DTIBSQRVJDLTUBSUDPNNBOEMJOFGFFECBDLMPPQBEEDPEFUPSBOLUIFBDUJPOT ZPVXBOUUPTIPXUPZPVSVTFST ͷ1SPHSBNDTΛίϐϖͯ͠ ΤϯυϙΠϯτͱΩʔΛઃఆ͢Δ

Slide 16

Slide 16 text

Ϗϧυ͢ΔͱΞϓϦ͕ىಈ͢Δ

Slide 17

Slide 17 text

ྉཧΛ͓͢͢Ίͯ͘͠ΔͷͰɺ:FT/PͰ޷ΈΛճ౴͍ͯ͘͠

Slide 18

Slide 18 text

͠͹Β͘͢ΔͱQSPCBCJMJUZͷείΞ͕มಈͨ͠ ͳΜֶ͔शͯ͠ΔͬΆ͍

Slide 19

Slide 19 text

Ϟσϧͷ࠷ऴߋ৽೔͕ఆظతʹߋ৽͞Ε͍ͯΔ

Slide 20

Slide 20 text

ΞΫγϣϯʹԠͨ͡ϦϫʔυϥϯΩϯάΛऔಘͯ͠ ճ౴ʹԠͨ͡ϦϫʔυΛઃఆͯ͠ϦΫΤετ͢Δ

Slide 21

Slide 21 text

IUUQTHJUIVCDPNEPUOFUNBDIJOFMFBSOJOHTBNQMFTCMPCNBTUFS3&"%.&NEBVUPNBUFNMOFUNPEFMTHFOFSBUJPOQSFWJFXTUBUF .-/&5Ͱ"VUP.-"1*͕αϙʔτ͞Εͨ

Slide 22

Slide 22 text

IUUQTFOXJLJQFEJBPSHXJLJ"VUPNBUFE@NBDIJOF@MFBSOJOH

Slide 23

Slide 23 text

IUUQTHJUIVCDPNEPUOFUNBDIJOFMFBSOJOHTBNQMFTUSFFNBTUFSTBNQMFTDTIBSQHFUUJOHTUBSUFE3FHSFTTJPO@"VUP.- λΫγʔͷྉۚ༧ଌͷΛ΍ͬͯΈΔ

Slide 24

Slide 24 text

git clone https://github.com/dotnet/machinelearning-samples.git cd ./machinelearning-samples/samples/csharp/getting-started/Regression_AutoML $MPOFͯ͠αϯϓϧ·ͰҠಈ͢Δ

Slide 25

Slide 25 text

brew install plplot 1-1MPUΛ࢖͏ͷͰΠϯετʔϧ͢Δ

Slide 26

Slide 26 text

- string chartFileNamePath = @".\" + chartFileName; + string chartFileNamePath = chartFileName; ߦ໨ΛҎԼͷΑ͏ʹमਖ਼͢Δ मਖ਼͠ͳ͍ͱධՁάϥϑ͕/PUGPVOEʹͳͬͯ։͔ͳ͍ ͳΜͰΘ͟Θ͟ϑΝΠϧ໊ͷઌ಄ʹaΛ͚͍ͭͯΔͷ͔Θ͔Βͳ͍ 8JOEPXTͩͱ=͔ʁ

Slide 27

Slide 27 text

Ϗϧυ࣮ͯ͠ߦ͢Δ

Slide 28

Slide 28 text

͍Ζ͍Ζͳճؼ෼ੳΛࢼͯ͠ϕετͳϞσϧΛબ୒͍ͯ͠Δ

Slide 29

Slide 29 text

ͦΕͳΓͷਫ਼౓͕Ͱͨ

Slide 30

Slide 30 text

ΩϞ͸͜ͷ਺ߦ -BCFM$PMVNO/BNFʹλʔήοτΧϥϜͷϥϕϧ໊ 'BSF"NPVOU Λࢦఆͯ͠ $SFBUF3FHSFTTJPO&YQFSJNFOUͰճؼ෼ੳͷ࣮ݧثΛ࡞੒͠ ࢦఆ࣌ؒ ඵ ؒ͞·͟·ͳճؼ෼ੳΛࢼߦͯ͠#FTU.PEFMΛબͼग़͢ #JOBSZ$MBTTJpDBUJPOɺ.VMUJDMBTT$MBTTJpDBUJPO΋ಉ༷ͷίʔυελΠϧ

Slide 31

Slide 31 text

·ͱΊ "VUP.-͕खܰʹ࢖͑ΔΑ͏ʹͳͬͨ͜ͱͰɺϩʔΧϧͰֶशਪ࿦͢Δ͜ͱ ͕༰қʹͳͬͨɻϩʔΧϧʹஷΊͨσʔλΛࣗಈతʹֶशͯ͠ਫ਼౓͕ ্͕Δ"*తػೳΛΞϓϦʹ࣋ͨͤΔ͜ͱ͕؆୯ʹͳΔ͔΋͠Εͳ͍ Ұ෦ΤϥʔΛు͘αϯϓϧίʔυ΋͚͋ͬͨͲͦͷ͏ͪ௚Δʹ͕͍ͪͳ͍ $͕͍͍ײ͡ʹΫϩεϓϥοτϑΥʔϜݴޠʹͳ͖͔ͬͯͨΒ.-OFUͷ৳ͼ͠Ζʹظ଴ Ϋϥ΢υͷ"VUP.-͸($1ͳΜ͔͕ڧ͍͚Ͳׂͱߴ͍ɻͬͪ͜͸ࣗ෼Ͱॻ͚͹λμɻ "VUP.-ͳ'SBNFXPSLʹ͸"VUP,FSBT IUUQTBVUPLFSBTDPN ͕͋Δ͚Ͳ ϗϫΠτΧϥʔࣾசʹ͸/&5ͷ΄͏͕͍͍Μ͡ΌͶʁ (16TVQQPSU͸Α IUUQTEFWCMPHTNJDSPTPGUDPNEPUOFU BOOPVODJOHNMOFUNBDIJOFMFBSOJOHGPSOFU

Slide 32

Slide 32 text

Thanks !