The Applied TensorFlow and Keras Workshop
Harveen Singh Chadha Luis Capelo更新时间:2021-06-11 18:57:27
最新章节:Chapter 4: Productization封面
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Preface
1. Introduction to Neural Networks and Deep Learning
Introduction
What are Neural Networks?
Why Do Neural Networks Work So Well?
Configuring a Deep Learning Environment
Exploring a Trained Neural Network
Summary
2. Real-World Deep Learning: Predicting the Price of Bitcoin
Introduction
Choosing the Right Model Architecture
Structuring Your Problem
Using Keras as a TensorFlow Interface
From Data Preparation to Modeling
Summary
3. Real-World Deep Learning: Evaluating the Bitcoin Model
Introduction
Hyperparameter Optimization
Summary
4. Productization
Introduction
Handling New Data
Summary
Appendix
Chapter 01: Introduction to Neural Networks and Deep Learning
Chapter 02: Real-World Deep Learning: Predicting the Price of Bitcoin
Chapter 3: Real-World Deep Learning: Evaluating the Bitcoin Model
Chapter 4: Productization
更新时间:2021-06-11 18:57:27