Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
オススメの機械学習関連サービス / NDS56
Search
kasacchiful
July 07, 2018
Programming
0
120
オススメの機械学習関連サービス / NDS56
2018/07/07 第56回 長岡IT開発者勉強会 (NDS) での発表スライド
kasacchiful
July 07, 2018
Tweet
Share
More Decks by kasacchiful
See All by kasacchiful
Amazon S3 TablesとAmazon S3 Metadataを触ってみた / 20250201-jawsug-tochigi-s3tables-s3metadata
kasacchiful
0
200
Amazon S3 TablesとAmazon S3 Metadataを動かしてみた / 20250125-niigata-5min-tech-lt
kasacchiful
0
20
dbt coreとFargateでデータ変換 / 20240928-jawsug-toyama-hokuriku-shinkansen
kasacchiful
1
98
What we keep in mind when migrating from Serverless Framework to AWS CDK and AWS SAM
kasacchiful
1
350
AWSでIcebergを使ってデータウェアハウスを構築してみる / 20240810-jawsug-akita
kasacchiful
0
45
サーバーレスパターンを元にAWS CDKでデータ基盤を構築する / 20240731_classmethod_odyssey_online_build_a_data_infrastructures_using_aws_cdk_based_on_serverless_patterns
kasacchiful
0
510
AWS IoT 1-clickがサービス終了するので、SORACOMに移行した話 / 20240518-jawsug-niigata-iotlt-niigata
kasacchiful
0
280
AWS Application Composerで始める、 サーバーレスなデータ基盤構築 / 20240406-jawsug-hokuriku-shinkansen
kasacchiful
1
590
AWSの各種サービス紹介と活用方法 − AI・ML活用デモを交えて − / 20231208aws-aiml-seminar
kasacchiful
0
550
Other Decks in Programming
See All in Programming
技術を改善し続ける
gumioji
0
180
Serverless Rust: Your Low-Risk Entry Point to Rust in Production (and the benefits are huge)
lmammino
1
160
TCAを用いたAmebaのリアーキテクチャ
dazy
0
220
はじめての Go * WASM * OCR
sgash708
1
120
Better Code Design in PHP
afilina
0
180
From the Wild into the Clouds - Laravel Meetup Talk
neverything
0
180
なぜイベント駆動が必要なのか - CQRS/ESで解く複雑系システムの課題 -
j5ik2o
14
4.8k
Rails 1.0 のコードで学ぶ find_by* と method_missing の仕組み / Learn how find_by_* and method_missing work in Rails 1.0 code
maimux2x
1
260
CDK開発におけるコーディング規約の運用
yamanashi_ren01
2
260
iOSでQRコード生成奮闘記
ktcryomm
2
120
Drawing Heighway’s Dragon- Recursive Function Rewrite- From Imperative Style in Pascal 64 To Functional Style in Scala 3
philipschwarz
PRO
0
150
15分で学ぶDuckDBの可愛い使い方 DuckDBの最近の更新
notrogue
3
830
Featured
See All Featured
Raft: Consensus for Rubyists
vanstee
137
6.8k
Imperfection Machines: The Place of Print at Facebook
scottboms
267
13k
Let's Do A Bunch of Simple Stuff to Make Websites Faster
chriscoyier
507
140k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
330
21k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
30
2.3k
Adopting Sorbet at Scale
ufuk
75
9.2k
What’s in a name? Adding method to the madness
productmarketing
PRO
22
3.3k
Automating Front-end Workflow
addyosmani
1369
200k
Being A Developer After 40
akosma
89
590k
Building an army of robots
kneath
303
45k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
mongodb
45
9.4k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
panda_program
100
18k
Transcript
Φεεϝͷػցֶश ؔ࿈αʔϏε ୈ56ճ ԬIT։ൃऀษڧձ (NDS#56) 2018/07/07 @kasacchiful
ࣗݾհ • ּݪ (@kasacchiful) • ৽ׁࢢࡏॅ • Ruby͕͓ؾʹೖΓ͚ͩͲɺ࠷ۙRPython͔͠ ৮ͬͯͳ͍…
• JaSST৽ׁ࣮ߦҕһ
ࠓճݴ͍͍ͨ͜ͱ • ͜͜ͰɺػցֶशʗਂֶशΛؾܰʹ ͑Δڥ͕͖ͬͯͨ • σʔλαΠΤϯςΟετ͚ͩͰͳ͘ɺΤϯδ χΞػցֶशΛαΫοͱ͍͜ͳ͍ͯ͘͠ ࣌ʹͳΔͷͰʁ
࣍ 1. ػցֶशؔ࿈αʔϏεͷछྨ 2. ͍͔ͭ͘σϞ 3. ΦεεϝαʔϏε
͓அΓ • ࢲͷಠஅͱภݟ͕ೖͬͯ·͢ɻ • Microsoft Azure ͷ Cognitive Services API
• IBM Cloud ͷ WatsonαʔϏε • AWSͷػցֶशαʔϏε • GCPͬͯͳ͍ͷͰɺαʔϏε໊ग़͖ͯ·ͤΜ • ྑ͍αʔϏε͋Εڭ͍͑ͯͩ͘͞
ػցֶशͷେ·͔ͳྲྀΕ ߏங ֶश ਪ
ػցֶशαʔϏεͷछྨ
େ͖͘3छྨ 1. ͢ͰʹֶशࡁͷϞσϧΛఏڙ͍ͯ͠ΔαʔϏεΛ͏ • REST APIͷΤϯυϙΠϯτΛୟ͖·͠ΐ͏ 2. ΧελϜֶशج൫Λఏڙ͍ͯ͠ΔαʔϏεΛ͏ • ֶश༻σʔλΛ༻ҙͯ͠ɺREST
APIʹֶ͛ͯश͠·͠ΐ͏ • ֶश͕ऴΘͬͨΒɺਪ༻σʔλͱҰॹʹREST APIΛୟ͖·͠ΐ͏ 3. ಠࣗͷΞϧΰϦζϜͰֶशɾਪͰ͖ΔαʔϏεΛ͏ • ֶश༻σʔλɺֶश༻ίʔυΛ༻ҙ͠·͠ΐ͏
ֶशࡁϞσϧΛ͏αʔϏε • ͢Ͱʹ༻ҙ͞Ε͍ͯΔREST APIΛίʔϧ͢Δ ͚ͩͰਪ͕Ͱ͖Δɻ • Ұ൪؆୯ɻͰ༻్ݶΒΕΔɻ • Azureछྨ͕๛ɻWatson͍͚ͨΕ IBM
CloudɻAWSछྨ͕গͳ͍ ߏங ֶश ਪ
ΧελϜֶशͯ͠ಠֶࣗशϞσ ϧΛ͏ • ֶश༻σʔλ͕͋Εɺֶशج൫ͷAPIΛίʔϧͯ͠ಠࣗͷֶशϞσϧ Λ࡞ͯ͠͏͜ͱ͕Ͱ͖Δɻ • ൺֱత؆୯ɻ༻్ݶΒΕΔ͚Ͳ͍ํ࣍ୈɻ • ը૾ྨͰɺCustom Vision
API (Azure) Visual Recognition (IBM Cloud) • Amazon Machine Learningσʔλ͕͋ΕϩδεςΟοΫճؼઢ ܗճؼ͕Ͱ͖Δ ߏங ֶश ਪ
ಠࣗͷֶशΞϧΰϦζϜΛ͍ ͍ͨ • ಠࣗͷֶशΞϧΰϦζϜΛߏஙͯ͠ɺֶशɾਪΛ͠·͠ΐ͏ • ػցֶशʗਂֶशΛ͋ΔఔΒͳ͍ͱ͑ͳ͍͕ɺԿͰͰ͖·͢ɻ • Azure Machine Learning
StudioGUIͰϒϩοΫΛܨ͗ͳ͕ΒֶशϩδοΫΛߏ ஙͰ͖Δ • Amazon SageMakerJupyter Notebook্ͰΞϧΰϦζϜߏங͠ɺֶशΠϯε λϯεΛ͏·͍ײ͡Ͱ্ཱͪ͛ͯ͘ΕΔɻਪ༻ΤϯυϙΠϯτ؆୯ʹߏஙͰ ͖ΔͷͰɺͱͯศརɻ • Watson Studio (IBM Cloud)·ͩ৮ͬͯͳ͍Ͱ͢… ߏங ֶश ਪ
σϞ
ΦεεϝαʔϏε
ػցֶशαʔϏε৮ͬͯΈ͍ͨʂ • ֶशࡁͷϞσϧ͕͑ΔαʔϏεΛͬͯΈΑ͏ • REST APIͷΤϯυϙΠϯτୟ͚͑Δ • ը૾ྨαʔϏεɺݟͨΘ͔Γ͍͍ͯ͘͢ • Computer
Vision (Azure) • Visual Recognition (IBM Cloud) • Amazon Rekognition (AWS)
ֶशͤͯ͞ಠࣗͷྨث͍ͨ ͍ʂ • ΧελϜֶश͕༻ҙ͞Ε͍ͯΔαʔϏεΛ͓͏ • ը૾ྨͰCustom Vision API (Azure)Visual Recognition
(IBM Cloud) ͷαʔϏε͕͑Δ͚ ͲɺAWSʹແ͍ • Amazon Machine LearningΧελϜֶशαʔ Ϗε
ຊ֨తʹػցֶशαʔϏε࡞Γ ͍ͨʂ • Azure Machine Learning Studio • Watson Studio
(IBM Cloud) • Amazon SageMaker • ࠷ۙSageMaker͕͓ؾʹೖΓ
·ͱΊ • ͜͜ͰɺػցֶशʗਂֶशΛؾܰʹ ͑Δڥ͕͖ͬͯͨ • σʔλαΠΤϯςΟετ͚ͩͰͳ͘ɺΤϯδ χΞػցֶशΛαΫοͱ͍͜ͳ͍ͯ͘͠ ࣌ʹͳΔͷͰʁ
͓ΘΓ