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Scikit-learn, Keras, TensorFlow ni yoru jissen kikai gakushū /
Scikit-learn, Keras, TensorFlowによる実践機械学習 /
"Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Japonés Inglés |
| Publicado: |
Tōkyō-to Shinjuku-ku :
Orairī Japan,
2020.
|
| Edición: | Dai 2-han. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
| LEADER | 00000cam a22000007i 4500 | ||
|---|---|---|---|
| 001 | OR_on1311487799 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr cnu|||unuuu | ||
| 008 | 220420s2020 ja o 000 0 jpn d | ||
| 040 | |a ORMDA |b eng |e rda |e pn |c ORMDA |d OCLCO |d OCLCF |d UAB |d STF |d UPM |d OCLCQ |d OCLCO | ||
| 066 | |c Hani |c $1 | ||
| 020 | |a 9784873119281 |q (electronic bk.) | ||
| 020 | |a 4873119286 |q (electronic bk.) | ||
| 029 | 1 | |a AU@ |b 000071968894 | |
| 035 | |a (OCoLC)1311487799 | ||
| 037 | |a 9784873119281 |b O'Reilly Media | ||
| 041 | 1 | |a jpn |h eng | |
| 050 | 4 | |a Q325.5 | |
| 082 | 0 | 4 | |a 006.3/1 |2 23/eng/20220420 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Géron, Aurélien, |e author. | |
| 240 | 1 | 0 | |a Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow. |l Japanese |
| 245 | 1 | 0 | |6 880-01 |a Scikit-learn, Keras, TensorFlow ni yoru jissen kikai gakushū / |c Aurelien Geron cho ; Shimoda Norihiro kan'yaku ; Nagao Takahiro yaku = Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow / Aurélien Géron. |
| 250 | |6 880-02 |a Dai 2-han. | ||
| 264 | 1 | |6 880-03 |a Tōkyō-to Shinjuku-ku : |b Orairī Japan, |c 2020. | |
| 300 | |a 1 online resource (832 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 20, 2022). | |
| 520 | 8 | |a "Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how. By using concrete examples, minimal theory, and two production-ready Python frameworks - Scikit-Learn and TensorFlow 2 - the author helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You'll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you've learned, all you need is programming experience to get started." -- |c Provided by publisher. | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 630 | 0 | 0 | |a TensorFlow. |
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 0 | |a Python (Computer program language) | |
| 650 | 2 | |a Artificial Intelligence | |
| 650 | 2 | |a Machine Learning | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 6 | |a Intelligence artificielle. | |
| 650 | 6 | |a Python (Langage de programmation) | |
| 650 | 7 | |a artificial intelligence. |2 aat | |
| 650 | 7 | |a Artificial intelligence |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 650 | 7 | |a Python (Computer program language) |2 fast | |
| 700 | 1 | |6 880-04 |a Shimoda, Norihiro, |e translator, |e editor. | |
| 700 | 1 | |6 880-05 |a Nagao, Takahiro, |d 1960- |e translator. | |
| 775 | 0 | 8 | |i Revision of: |a Geron, Aurelien. |t Saikittorān to tensorufurō ni yoru jissen kikai gakushū. |d Tōkyō : Orairījapan, 2018 |z 9784873118345 |w (OCoLC)1032945519 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9784873119281/?ar |z Texto completo (Requiere registro previo con correo institucional) |
| 880 | 1 | 0 | |6 245-01/$1 |a Scikit-learn, Keras, TensorFlowによる実践機械学習 / |c Aurélien Géron著 ; 下田倫大監訳 ; 長尾高弘訳 = Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow / Aurélien Géron. |
| 880 | |6 250-02/$1 |a 第 2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 2020. | |
| 880 | |6 520-00/$1 |a "本書はコードを動かしながら学び、機械学習が使えるようになることを目的とした書籍です。現実的な問題を出し、サンプルデータを示しながら、機械学習で問題を解決に導くまでの一連の手法を体系立てて解説します。深層学習以外の機械学習にはscikit-learnを使い、機械学習プロジェクトの流れ、データからモデルを学習する方法、データの処理・クリーニングなどの基礎から、特徴量の選択や過学習、データの次元削減など応用までを学びます。深層学習にはTensorFlowとKerasを使い、ニューラルネットワークの構築と訓練、ニューラルネットワークアーキテクチャ、深層学習や強化学習、さらにTensorFlowの分散処理のメカニズムや実装までを幅広く解説します。" -- |c Provided by publisher. | ||
| 880 | 1 | |6 700-04/$1 |a 下田倫大, |e translator, |e editor. | |
| 880 | 1 | |6 700-05/$1 |a 長尾高弘, |d 1960- |e translator. | |
| 994 | |a 92 |b IZTAP | ||