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Machine Learning Math

Mathematics of Machine Learning official release announcement!
Yes, there will be a physical version
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Tivadar Danka
8
How to implement a decision tree
Beating neural networks one if-else condition at a time, part 2
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3
How to grow a decision tree
Beating neural networks one if-else condition at a time
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Tivadar Danka
4
Machine Learning From Zero is ready to go!
The open source neural-networks-from-scratch book you were all waiting for
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Tivadar Danka
5
Machine Learning From Zero
An educational machine learning library
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Tivadar Danka
Introduction to computational graphs
Laying the groundwork of our custom neural network framework
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Vectorization in practice
Making data structures do less, faster
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Tivadar Danka
2
Understanding k-Nearest Neighbors
Show me your neighbors, I’ll tell you who you are
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Tivadar Danka
 and 
Levi
Vectorization in theory
Making expressions do more, faster
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Linear Regression and The Exploding Gradients
Even simple models can produce huge problems
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Linear regression in multiple variables
(finally) entering higher dimensions
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The mathematics of optimization for deep learning
A brief guide to minimize a function with millions of variables
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Tivadar Danka
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