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The Most Important Skill You Were Never Taught
A practical guide to mastering problem-solving, the other 50% of your job in tech and science
 • 
Tivadar Danka
What Full Body Composition Scales Teach About Machine Learning
A story of bias and variance
 • 
Tivadar Danka
7
The Obstacle is the Path
On finding your own metrics for success in a world obsessed with everyone else's
 • 
Tivadar Danka
7
The Anatomy of Logistic Regression
Basic model, invaluable insights
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Tivadar Danka
5

May 2025

The Derivatives of Computational Graphs
Forward-mode differentiation and its shortcomings
 • 
Tivadar Danka
Computational Graphs and the Forward Pass
Reverse-engineering the computational graph interface
 • 
Tivadar Danka
The official preview of Mathematics of Machine Learning is here!
(plus a discount code)
 • 
Tivadar Danka
5
Computational Graphs as Neural Networks
Neural Networks From Scratch, Part II
 • 
Tivadar Danka
Visualizing mathematics with Nicolas Garcia Belmonte
Understanding mathematical concepts with visualization and programming
 • 
Tivadar Danka
Introduction to Computational Graphs
Neural Networks From Scratch, Part I
 • 
Tivadar Danka
4
The Camel Principle
What it is, how it works, and why it is essential
 • 
Tivadar Danka
24

April 2025

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