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.
Advanced Machine Learning with Python
- About Book
- Who Is This Book For?
- Book Content
Book content
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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