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You are here: Home ▶ Limited-Time Offers ▶ Python Machine Learning By Example – Second Edition

Python Machine Learning By Example – Second Edition

January 28, 2022

Python Machine Learning By Example - Second Edition

Python Machine Learning By Example – Second Edition begins with an introduction to important ML concepts and implementations using Python libraries. Each chapter of the book walks you through an industry adopted application. (Limited-time offer)

 

Table of Contents

  • Section 1: Fundamentals of Machine Learning
  • Getting Started with Machine Learning and Python
  • Section 2: Practical Python Machine Learning By Example
  • Exploring the 20 Newsgroups Dataset with Text Analysis Techniques
  • Mining the 20 Newsgroups Dataset with Clustering and Topic Modeling Algorithms
  • Detecting Spam Email with Naive Bayes
  • Classifying Newsgroup Topics with Support Vector Machines
  • Predicting Online Ad Click-Through with Tree-Based Algorithms
  • Predicting Online Ad Click-Through with Logistic Regression
  • Scaling Up Prediction to Terabyte Click Logs
  • Stock Price Prediction with Regression Algorithms
  • Section 3: Python Machine Learning Best Practices
  • Machine Learning Best Practices

Download Free PDF / Read Online

Author(s): Yuxi (Hayden) Liu
Publisher: Packt Publishing
Published: February 2019
Format(s): Online
File size: –
Number of pages: 382
Download / View Link(s): This offer has ended.
Free as of 01/28/2022.

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