Hands/On Machine Learning with C++

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Hands-On Machine Learning with C++

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Preface

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Section 1: Overview of Machine Learning

Introduction to Machine Learning with C++

Data Processing

Measuring Performance and Selecting Models

Section 2: Machine Learning Algorithms

Clustering

Anomaly Detection

Dimensionality Reduction

Classification

Recommender Systems

Ensemble Learning

Section 3: Advanced Examples

Neural Networks for Image Classification

Sentiment Analysis with Recurrent Neural Networks

Section 4: Production and Deployment Challenges

Exporting and Importing Models

Deploying Models on Mobile and Cloud Platforms

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