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Min-Max Math, ep. 07: Sets, relations, and functions
Dots and arrows rule the world of mathematics
Apr 5
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Tivadar Danka
14
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Min-Max Math, ep. 07: Sets, relations, and functions
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March 2024
Linear regression in multiple variables
(finally) entering higher dimensions
Mar 5
•
Tivadar Danka
6
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Linear regression in multiple variables
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February 2024
The mathematics of optimization for deep learning
A brief guide to minimize a function with millions of variables
Feb 12
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Tivadar Danka
18
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The mathematics of optimization for deep learning
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January 2024
Building an interface for machine learning
Laying the foundations of our handmade machine learning library
Jan 22
•
Tivadar Danka
20
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Building an interface for machine learning
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Logistic regression
(is a classification algorithm)
Jan 17
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Tivadar Danka
24
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Logistic regression
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The Computer Scientist's Guide to Graph Theory, ep. 03
Eulerian and Hamiltonian tours
Jan 8
•
Tivadar Danka
and
Alejandro Piad Morffis
37
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The Computer Scientist's Guide to Graph Theory, ep. 03
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The Maximum Likelihood Estimation
(is the foundation of machine learning)
Jan 2
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Tivadar Danka
34
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The Maximum Likelihood Estimation
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December 2023
Where does the mean squared error come from?
Understanding the most important loss function from a statistical perspective
Dec 21, 2023
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Tivadar Danka
2
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Where does the mean squared error come from?
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The Computer Scientist's Guide to Graph Theory, ep. 02
An introduction to matchings
Dec 13, 2023
•
Tivadar Danka
and
Alejandro Piad Morffis
25
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The Computer Scientist's Guide to Graph Theory, ep. 02
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Linear regression and the least squares problem
Optimizing linear regression by hand
Dec 12, 2023
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Tivadar Danka
2
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Linear regression and the least squares problem
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Linear regression (is the most important algorithm ever)
Dissecting the "Hello, World!" of machine learning
Dec 7, 2023
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Tivadar Danka
10
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Linear regression (is the most important algorithm ever)
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Birthday Special Offer
20% off + Mathematics of Machine Learning early access for annual subs!
Dec 5, 2023
•
Tivadar Danka
4
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Birthday Special Offer
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