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Machine Learning Math

The Roadmap of Mathematics for Machine Learning
A complete guide to linear algebra, calculus, and probability theory
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Tivadar Danka
34
What Full Body Composition Scales Teach About Machine Learning
A story of bias and variance
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Tivadar Danka
7
The Anatomy of Logistic Regression
Basic model, invaluable insights
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Tivadar Danka
5
The official preview of Mathematics of Machine Learning is here!
(plus a discount code)
 • 
Tivadar Danka
5
Mathematics of Machine Learning is Out Now!
Yes, there will be a physical version
 • 
Tivadar Danka
15
How to implement a decision tree
Beating neural networks one if-else condition at a time, part 2
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Tivadar Danka
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
 • 
Tivadar Danka
1
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
 • 
Tivadar Danka
 and 
Levi
Vectorization in theory
Making expressions do more, faster
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Tivadar Danka
5
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