Hands-On Machine Learning with TensorFlow. js :: a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library /
Hands-On Machine Learning with TensorFlow.js is a comprehensive guide that will help you easily get started with machine learning algorithms and techniques using TensorFlow.js. By the end of this book, you will be able to create and optimize your own web-based machine learning applications using pra...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Birmingham, UK :
Packt Publishing, Limited,
2019.
|
| Subjects: | |
| Online Access: | DE-862 DE-863 |
| Summary: | Hands-On Machine Learning with TensorFlow.js is a comprehensive guide that will help you easily get started with machine learning algorithms and techniques using TensorFlow.js. By the end of this book, you will be able to create and optimize your own web-based machine learning applications using practical examples. |
| Physical Description: | 1 online resource (285 pages) |
| ISBN: | 1838827870 9781838827878 |
Staff View
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| 505 | 0 | |a Hands-On machine learning with TensorFlow. js : a guide to building ML applications integrated with web technology using the TensorFlow. js library -- Contributors -- Table of Contents -- Preface -- Section 1: The Rationale of Machine Learning and the Usage of TensorFlow.js -- Chapter 1: Machine Learning for the Web -- Chapter 2: Importing Pretrained Models into TensorFlow.js -- Chapter 3: TensorFlow.js Ecosystem -- Section 2: Real-World Applications of TensorFlow.js -- Chapter 4: Polynomial Regression -- Chapter 5: Classification with Logistic Regression -- Chapter 6: Unsupervised Learning -- Chapter 7: Sequential Data Analysis -- Chapter 8: Dimensionality Reduction -- Chapter 9: Solving the Markov Decision Process -- Section 3: Productionizing Machine Learning Applications with TensorFlow.js -- Chapter 10: Deploying Machine Learning Applications -- Chapter 11: Tuning Applications to Achieve High Performance -- Chapter 12: Future Work Around TensorFlow.js -- Other Books You May Enjoy -- Index. | |
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| contents | Hands-On machine learning with TensorFlow. js : a guide to building ML applications integrated with web technology using the TensorFlow. js library -- Contributors -- Table of Contents -- Preface -- Section 1: The Rationale of Machine Learning and the Usage of TensorFlow.js -- Chapter 1: Machine Learning for the Web -- Chapter 2: Importing Pretrained Models into TensorFlow.js -- Chapter 3: TensorFlow.js Ecosystem -- Section 2: Real-World Applications of TensorFlow.js -- Chapter 4: Polynomial Regression -- Chapter 5: Classification with Logistic Regression -- Chapter 6: Unsupervised Learning -- Chapter 7: Sequential Data Analysis -- Chapter 8: Dimensionality Reduction -- Chapter 9: Solving the Markov Decision Process -- Section 3: Productionizing Machine Learning Applications with TensorFlow.js -- Chapter 10: Deploying Machine Learning Applications -- Chapter 11: Tuning Applications to Achieve High Performance -- Chapter 12: Future Work Around TensorFlow.js -- Other Books You May Enjoy -- Index. |
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| spelling | Sasaki, Kai, author. Hands-On Machine Learning with TensorFlow. js : a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library / Kai Sasaki. Birmingham, UK : Packt Publishing, Limited, 2019. 1 online resource (285 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Print version record. Hands-On Machine Learning with TensorFlow.js is a comprehensive guide that will help you easily get started with machine learning algorithms and techniques using TensorFlow.js. By the end of this book, you will be able to create and optimize your own web-based machine learning applications using practical examples. Hands-On machine learning with TensorFlow. js : a guide to building ML applications integrated with web technology using the TensorFlow. js library -- Contributors -- Table of Contents -- Preface -- Section 1: The Rationale of Machine Learning and the Usage of TensorFlow.js -- Chapter 1: Machine Learning for the Web -- Chapter 2: Importing Pretrained Models into TensorFlow.js -- Chapter 3: TensorFlow.js Ecosystem -- Section 2: Real-World Applications of TensorFlow.js -- Chapter 4: Polynomial Regression -- Chapter 5: Classification with Logistic Regression -- Chapter 6: Unsupervised Learning -- Chapter 7: Sequential Data Analysis -- Chapter 8: Dimensionality Reduction -- Chapter 9: Solving the Markov Decision Process -- Section 3: Productionizing Machine Learning Applications with TensorFlow.js -- Chapter 10: Deploying Machine Learning Applications -- Chapter 11: Tuning Applications to Achieve High Performance -- Chapter 12: Future Work Around TensorFlow.js -- Other Books You May Enjoy -- Index. TensorFlow. http://id.loc.gov/authorities/names/n2019020612 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Application software Development. http://id.loc.gov/authorities/subjects/sh95009362 JavaScript (Computer program language) http://id.loc.gov/authorities/subjects/sh96004880 Apprentissage automatique. Intelligence artificielle. Logiciels d'application Développement. JavaScript (Langage de programmation) artificial intelligence. aat Application software Development fast Artificial intelligence fast JavaScript (Computer program language) fast Machine learning fast has work: Hands-On Machine Learning with TensorFlow.js (Text) https://id.oclc.org/worldcat/entity/E39PCXR6dDpKDQhHBD4FfW7QWP https://id.oclc.org/worldcat/ontology/hasWork Print version: Sasaki, Kai. Hands-On Machine Learning with TensorFlow. js : A Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library. Birmingham : Packt Publishing, Limited, ©2019 9781838821739 |
| spellingShingle | Sasaki, Kai Hands-On Machine Learning with TensorFlow. js : a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library / Hands-On machine learning with TensorFlow. js : a guide to building ML applications integrated with web technology using the TensorFlow. js library -- Contributors -- Table of Contents -- Preface -- Section 1: The Rationale of Machine Learning and the Usage of TensorFlow.js -- Chapter 1: Machine Learning for the Web -- Chapter 2: Importing Pretrained Models into TensorFlow.js -- Chapter 3: TensorFlow.js Ecosystem -- Section 2: Real-World Applications of TensorFlow.js -- Chapter 4: Polynomial Regression -- Chapter 5: Classification with Logistic Regression -- Chapter 6: Unsupervised Learning -- Chapter 7: Sequential Data Analysis -- Chapter 8: Dimensionality Reduction -- Chapter 9: Solving the Markov Decision Process -- Section 3: Productionizing Machine Learning Applications with TensorFlow.js -- Chapter 10: Deploying Machine Learning Applications -- Chapter 11: Tuning Applications to Achieve High Performance -- Chapter 12: Future Work Around TensorFlow.js -- Other Books You May Enjoy -- Index. TensorFlow. http://id.loc.gov/authorities/names/n2019020612 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Application software Development. http://id.loc.gov/authorities/subjects/sh95009362 JavaScript (Computer program language) http://id.loc.gov/authorities/subjects/sh96004880 Apprentissage automatique. Intelligence artificielle. Logiciels d'application Développement. JavaScript (Langage de programmation) artificial intelligence. aat Application software Development fast Artificial intelligence fast JavaScript (Computer program language) fast Machine learning fast |
| subject_GND | http://id.loc.gov/authorities/names/n2019020612 http://id.loc.gov/authorities/subjects/sh85079324 http://id.loc.gov/authorities/subjects/sh85008180 http://id.loc.gov/authorities/subjects/sh95009362 http://id.loc.gov/authorities/subjects/sh96004880 |
| title | Hands-On Machine Learning with TensorFlow. js : a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library / |
| title_auth | Hands-On Machine Learning with TensorFlow. js : a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library / |
| title_exact_search | Hands-On Machine Learning with TensorFlow. js : a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library / |
| title_full | Hands-On Machine Learning with TensorFlow. js : a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library / Kai Sasaki. |
| title_fullStr | Hands-On Machine Learning with TensorFlow. js : a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library / Kai Sasaki. |
| title_full_unstemmed | Hands-On Machine Learning with TensorFlow. js : a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library / Kai Sasaki. |
| title_short | Hands-On Machine Learning with TensorFlow. js : |
| title_sort | hands on machine learning with tensorflow js a guide to building ml applications integrated with web technology using the tensorflow js library |
| title_sub | a Guide to Building ML Applications Integrated with Web Technology Using the TensorFlow. js Library / |
| topic | TensorFlow. http://id.loc.gov/authorities/names/n2019020612 Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Artificial intelligence. http://id.loc.gov/authorities/subjects/sh85008180 Application software Development. http://id.loc.gov/authorities/subjects/sh95009362 JavaScript (Computer program language) http://id.loc.gov/authorities/subjects/sh96004880 Apprentissage automatique. Intelligence artificielle. Logiciels d'application Développement. JavaScript (Langage de programmation) artificial intelligence. aat Application software Development fast Artificial intelligence fast JavaScript (Computer program language) fast Machine learning fast |
| topic_facet | TensorFlow. Machine learning. Artificial intelligence. Application software Development. JavaScript (Computer program language) Apprentissage automatique. Intelligence artificielle. Logiciels d'application Développement. JavaScript (Langage de programmation) artificial intelligence. Application software Development Artificial intelligence Machine learning |
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