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Step-by-Step Machine Learning with Python

You're reading from Step-by-Step Machine Learning with Python Easy-to-follow examples that get you up and running with machine learning

Product type Video

Published in Sep 2017

Publisher Packt

ISBN-13 9781788622370

Length 4hrs 56mins

Edition 1st Edition

Languages

Python

Concepts

Machine Learning

Author (1):

Yuxi (Hayden) Liu

View More author details

Table of Contents (8) Chapters

1. Getting Started with Python and Machine Learning

2. Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms FREE CHAPTER

3. Spam Email Detection with Naïve Bayes

4. News Topic Classification with Support Vector Machine

5. Click-Through Prediction with Tree-Based Algorithms

6. Click-Through Prediction with Logistic Regression

7. Stock Price Prediction with Regression Algorithms

8. Best Practices

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Authors (1)

Yuxi (Hayden) Liu

Yuxi (Hayden) Liu

Yuxi (Hayden) Liu was a Machine Learning Software Engineer at Google. With a wealth of experience from his tenure as a machine learning scientist, he has applied his expertise across data-driven domains and applied his ML expertise in computational advertising, cybersecurity, and information retrieval. He is the author of a series of influential machine learning books and an education enthusiast. His debut book, also the first edition of Python Machine Learning by Example, ranked the #1 bestseller in Amazon and has been translated into many different languages.

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