Book

Advanced Machine Learning with Python

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

9h16m

Language

English

About Book

Who Is This Book For?

This title is for Python developers and analysts or data scientists who are looking to add to their existing skills by accessing some of the most powerful recent trends in data science. If you’ve ever considered building your own image or text-tagging solution, or of entering a Kaggle contest for instance, this book is for you! Prior experience of Python and grounding in some of the core concepts of machine learning would be helpful.

Book content

10 chapters 9h16m total length

Unsupervised machine learning

Deep Belief Networks

Stacked Denoising Autoencoders

Convolutional Neural Networks

Semi supervised learning

Text Feature Engineering

Feature Engineering (continued)

Ensemble Methods

Additional Python Machine Learning Tools

Appendix A

Related Resources

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