Python Machine Learning By Example
Data science and machine learning are some of the top buzzwords in the technical world today. A re-surging interest in machine learning is due to the same factors that have made data mining and Bayesian analysis more popular than ever. This book is your entry point to machine learning. Through this book, you will learn to apply the concepts of machine learning to deal with data-related problems and solve them using the powerful yet simple language, Python. Interesting and easy-to-follow examples will keep you glued till you learn what machine learning is and how to implement it.
Offered by
Difficulty Level
Intermediate
Completion Time
8h28m
Language
English
About Book
Who Is This Book For?
This book is for anyone interested in entering the data science stream with machine learning. Basic familiarity with Python is assumed.
Python Machine Learning By Example
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 8h28m total length
Getting Started with Python and Machine Learning
Exploring the 20 newsgroups data set
Spam email detection with Naïve Bayes
News topic classification with Support Vector Machine
Click-through prediction with tree-based algorithms
Click-through rate prediction with logistic regression
Stock prices prediction with regression algorithms
Best practices
Related Resources
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