Python Machine Learning By Example

Python Machine Learning By Example is your entry point to machine learning. This book starts with an introduction to machine learning and the Python language and shows you how to complete the setup. Moving ahead, you will learn all the important concepts such as, exploratory data analysis, data preprocessing, feature extraction, data visualization and clustering, classification, regression and model performance evaluation. (Limited-time offer)

Table of Contents

• Getting Started with Python and Machine Learning
• Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms
• Spam Email Detection with Naive Bayes
• News Topic Classification with Support Vector Machine
• Click-Through Prediction with Tree-Based Algorithms
• Click-Through Prediction with Logistic Regression
• Stock Price Prediction with Regression Algorithms
• Best Practices

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