Book

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 byPackt Logo

Difficulty Level
Intermediate
Completion Time
8h28m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 8h28m total length

1. Getting Started with Python and Machine Learning
2. Exploring the 20 newsgroups data set
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 rate prediction with logistic regression
7. Stock prices prediction with regression algorithms
8. Best practices

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