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Manning: Machine Learning in Action
(python source code is available)
Resources
Author Online
Machine Learning with Watson:
The Greatest Achievement of Artificial Intelligence to Date (PDF)
Stochastic Gradient Ascent (PDF)
The Premise of Machine Learning (PDF)
Downloads
Source code (34.2 MB)
Sample chapter 1
Sample chapter 7
SUMMARY
Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification.

ABOUT THE BOOK
books  machineLearning  python  example 
4 hours ago by patku
Python 3 Metaprogramming - YouTube
- import system was rewritten in python in 3.x, allows injecting looking middleware
- python 3.x allows type annotations, which are stored in a separate dict (not enforced)
- custom setter / getter's, decorators, meta classes, ...
python  programming  metaprogramming  tutorial  video  w:3 
5 hours ago by igrigorik

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