Hands-On Machine Learning on Google Cloud Platform
Implementing smart and efficient analytics using Cloud ML Engine
BIRMINGHAM - MUMBAI
Title Page
by Alexis Perrier, V Kishore Ayyadevara, Giuseppe Ciaburro
Hands-On Machine Learning on Google Cloud Platform
- Title Page
- Copyright and Credits
- Packt Upsell
- Contributors
- Preface
- Introducing the Google Cloud Platform
- Google Compute Engine
- Google Cloud Storage
- Querying Your Data with BigQuery
- Transforming Your Data
- Essential Machine Learning
- Google Machine Learning APIs
- Creating ML Applications with Firebase
- Neural Networks with TensorFlow and Keras
- Evaluating Results with TensorBoard
- Optimizing the Model through Hyperparameter Tuning
- Preventing Overfitting with Regularization
- Beyond Feedforward Networks – CNN and RNN
- Time Series with LSTMs
- Reinforcement Learning
- Generative Neural Networks
- Chatbots
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