Difficulty Level
Intermediate
Completion Time
14h
Language
English
About Book
Who Is This Book For?
This book is for anyone who intends to work with large and complex data sets. Familiarity with basic Python and machine learning concepts is recommended. Working knowledge in statistics and computational mathematics would also be helpful.
Large Scale Machine Learning with Python
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 14h total length
First Steps to Scalability
Scalable Learning in Scikit Learn
Fast learning SVM
Neural Networks & Deep Learning
Deep learning with Tensorflow
CART at scale
Unsupervised Learning at Scale
Distributed environments: Hadoop and Spark
Practical Machine Learning with Spark and Python
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