Cargando…
Kikai gakushū ni yoru jitsuyō apurikēshon kōchiku : jirei o tsūjite manabu, sekkei kara honban kadō made no purosesu /
機械学習による実用アプリケーション構築 : 事例を通じて学ぶ, 設計から本番稼働までのプロセス /
"Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you'll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers--...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Japonés Inglés |
| Publicado: |
Tōkyō-to Shinjuku-ku :
Orairī Japan,
2021.
|
| Edición: | Shohan. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
| LEADER | 00000cam a22000007i 4500 | ||
|---|---|---|---|
| 001 | OR_on1311486202 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr cnu|||unuuu | ||
| 008 | 220420s2021 ja o 000 0 jpn d | ||
| 040 | |a ORMDA |b eng |e rda |e pn |c ORMDA |d ORMDA |d OCLCO |d OCLCF |d UAB |d STF |d UPM |d OCLCQ | ||
| 066 | |c Hani |c $1 | ||
| 020 | |a 9784873119502 |q (electronic bk.) | ||
| 020 | |a 4873119502 |q (electronic bk.) | ||
| 029 | 1 | |a AU@ |b 000071968830 | |
| 035 | |a (OCoLC)1311486202 | ||
| 037 | |a 9784873119502 |b O'Reilly Media | ||
| 041 | 1 | |a jpn |h eng | |
| 050 | 4 | |a Q325.5 | |
| 082 | 0 | 4 | |a 006.31 |2 23/eng/20220420 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Ameisen, Emmanuel, |e author. | |
| 240 | 1 | 0 | |a Building machine learning powered applications. |l Japanese |
| 245 | 1 | 0 | |6 880-01 |a Kikai gakushū ni yoru jitsuyō apurikēshon kōchiku : |b jirei o tsūjite manabu, sekkei kara honban kadō made no purosesu / |c Emmanuel Ameisen cho ; Kikuchi Akira yaku = Building machine learning powered applications / Emmanuel Ameisen. |
| 250 | |6 880-02 |a Shohan. | ||
| 264 | 1 | |6 880-03 |a Tōkyō-to Shinjuku-ku : |b Orairī Japan, |c 2021. | |
| 300 | |a 1 online resource (256 pages) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 588 | 0 | |a Online resource; title from title details screen (O'Reilly, viewed April 19, 2022). | |
| 520 | |a "Learn the skills necessary to design, build, and deploy applications powered by machine learning (ML). Through the course of this hands-on book, you'll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers--including experienced practitioners and novices alike--will learn the tools, best practices, and challenges involved in building a real-world ML application step by step. Author Emmanuel Ameisen, an experienced data scientist who led an AI education program, demonstrates practical ML concepts using code snippets, illustrations, screenshots, and interviews with industry leaders. Part I teaches you how to plan an ML application and measure success. Part II explains how to build a working ML model. Part III demonstrates ways to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies. This book will help you:Define your product goal and set up a machine learning problemBuild your first end-to-end pipeline quickly and acquire an initial datasetTrain and evaluate your ML models and address performance bottlenecksDeploy and monitor your models in a production environment." -- |c Provided by publisher. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Application software |x Development. | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 6 | |a Logiciels d'application |x Développement. | |
| 650 | 7 | |a Application software |x Development. |2 fast |0 (OCoLC)fst00811707 | |
| 650 | 7 | |a Machine learning. |2 fast |0 (OCoLC)fst01004795 | |
| 700 | 1 | |6 880-04 |a Kikuchi, Akira |c (Employee of Nihon Ai Bī Emu Kabushiki Kaisha), |e translator. | |
| 765 | 0 | 8 | |i Translation of: |a Ameisen, Emmanuel. |t Building machine learning powered applications. |b First edition. |d Sebastopol, CA : O'Reilly Media, Inc., 2020 |z 149204511X |w (OCoLC)1106176581 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9784873119502/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 880 | 1 | 0 | |6 245-01/$1 |a 機械学習による実用アプリケーション構築 : |b 事例を通じて学ぶ, 設計から本番稼働までのプロセス / |c Emmanuel Ameisen著 ; 菊池彰訳 = Building machine learning powered applications / Emmanuel Ameisen. |
| 880 | |6 250-02/$1 |a 初版. | ||
| 880 | 1 | |6 264-03/$1 |a 東京都新宿区 : |b オライリー・ジャパン, |c 2021. | |
| 880 | |6 520-00/$1 |a "機械学習は翻訳、推薦システム、異常および不正検出など、さまざまなアプリケーションで利用されています。しかし機械学習はモデルの学習や評価など、これまでのアプリケーションにはない処理が必要となるだけでなく、正常に動作しているかを単純なテストだけでは検証できないなど、特別な配慮が必要となります。本書は機械学習を利用するアプリケーションを設計、構築、デプロイするために注意すべき点をまとめました。繰り返しによりデータやモデルを漸進的に改善する方法、モデル性能の監視やモデルのデバッグを行う方法など、アプリケーションを構築、運用する上で、その品質を左右する一連のプロセスを詳しく解説します。" -- |c Provided by publisher. | ||
| 880 | 1 | |6 700-04/$1 |a 菊池彰 |c (Employee of Nihon Ai Bī Emu Kabushiki Kaisha), |e translator. | |
| 994 | |a 92 |b IZTAP | ||