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The Roadmap of Mathematics for Machine Learning
A complete guide to linear algebra, calculus, and probability theory
Aug 6
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Tivadar Danka
977
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The Roadmap of Mathematics for Machine Learning
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24
What Full Body Composition Scales Teach About Machine Learning
A story of bias and variance
Jun 16
•
Tivadar Danka
26
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What Full Body Composition Scales Teach About Machine Learning
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7
The Anatomy of Logistic Regression
Basic model, invaluable insights
Jun 8
•
Tivadar Danka
38
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The Anatomy of Logistic Regression
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5
The official preview of Mathematics of Machine Learning is here!
(plus a discount code)
May 20
•
Tivadar Danka
19
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The official preview of Mathematics of Machine Learning is here!
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5
Mathematics of Machine Learning is Out Now!
Yes, there will be a physical version
Jan 29
•
Tivadar Danka
104
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Mathematics of Machine Learning is Out Now!
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15
How to implement a decision tree
Beating neural networks one if-else condition at a time, part 2
Nov 8, 2024
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Tivadar Danka
26
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How to implement a decision tree
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3
How to grow a decision tree
Beating neural networks one if-else condition at a time
Oct 26, 2024
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Tivadar Danka
35
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How to grow a decision tree
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4
Machine Learning From Zero is ready to go!
The open source neural-networks-from-scratch book you were all waiting for
Oct 13, 2024
•
Tivadar Danka
57
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Machine Learning From Zero is ready to go!
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5
Machine Learning From Zero
An educational machine learning library
Jul 17, 2024
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Tivadar Danka
57
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Machine Learning From Zero
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1
Vectorization in practice
Making data structures do less, faster
May 14, 2024
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Tivadar Danka
39
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Vectorization in practice
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2
Understanding k-Nearest Neighbors
Show me your neighbors, I’ll tell you who you are
May 9, 2024
•
Tivadar Danka
and
Levi
40
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Understanding k-Nearest Neighbors
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Vectorization in theory
Making expressions do more, faster
May 1, 2024
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Tivadar Danka
66
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Vectorization in theory
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5
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