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Learning Note about Hands-On Machine Learning with Scikit-Learn & TensorFlow

Contents

• Chapter 01:The Machine Learning Landscape

• Chapter 02: End-to-End Machine Learning Project

• Chapter 03: Classification

• Chapter 04: Training Models

• Chapter 05: Suport Vector Machine

• Chapter 06: Decsion Tree

• Chapter 07: Ensemble Learning and Regression Tree

• Chapter 08: Dimensionality Reduction

• Chapter 09: Up and Running with TensorFlow

• Chapter 10: Introduction to Artificial Neural Network

• Chapter 11: Training Deep Neural Nets

• Chapter 13: Convolutional Neural Network

• Chapter 14: Recurrent Neural Network

• Chapter 15: Autoencoders