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.
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.