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⚡ AI Lessons

Medium · Data Science
🔢 Mathematical Foundations
6d ago
Gradients 1: Backprop Is the Chain Rule, and the Chain Rule Has Hypotheses
Disclosure: this post was written with the assistance of an AI system (Claude), which wrote the analysis code, ran the experiments and… Continue reading on Medi

Medium · Data Science
🔢 Mathematical Foundations
3w ago
Statistics for Data Scientists (Part 3): Probability, Conditional Probability & Bayes’ Theorem
From a simple percentage to a framework for reasoning under uncertainty. Continue reading on Medium »

Medium · Data Science
🔢 Mathematical Foundations
4w ago
The Meeting Where Nobody Cares About Your Convex Optimization
Photo by Toni Koraza on Unsplash Continue reading on Medium »

Medium · Data Science
🔢 Mathematical Foundations
1mo ago
The Hessian: The Matrix That Sees a Function’s Shape
How a nineteenth-century idea reveals valleys, saddles, optimization problems, and the hidden geometry of modern AI Continue reading on Medium »

Medium · Data Science
🔢 Mathematical Foundations
1mo ago
Correlation Is Lossy Compression
There is a point in every sufficiently large data science project where someone produces a correlation matrix. Usually it is enormous… Continue reading on Data

Medium · Data Science
🔢 Mathematical Foundations
1mo ago
Probability Distribution in Generative Modeling: A Foundation of Generative AI
Generative AI has become one of the most exciting areas of Artificial Intelligence. Tools that generate text, images, music, and code may… Continue reading on M
Medium · Data Science
🔢 Mathematical Foundations
1mo ago
The Hidden Patterns Behind User Behaviour
When I first encountered eigenvectors, they felt disconnected from real work. There were matrices, arrows, and equations, but no obvious… Continue reading on Me

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
1mo ago
Bir Yazılımcının Matematik Bilmesi Gerçekten Gerekli mi?
Bir yazılımcının matematik bilmesi gerçekten gerekli mi? Continue reading on Medium »

Medium · Data Science
🔢 Mathematical Foundations
1mo ago
How √-1 was invented in 16th century Italy
The Renaissance Italians were the first to discover that allowing √-1 to exist helped solve previously intractable problems Continue reading on Medium »

Medium · Data Science
🔢 Mathematical Foundations
1mo ago
4D Conformal Field Theory, 5D Gravity, and Stringy Corrections in Extreme Fields
by Aditiya Widodo Putra, Expert in Mathematics & Astrophysics. Continue reading on Medium »

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
1mo ago
How to divide by 19 in your head
Turn division by 19 into repeated division by 2. Continue reading on ThinkArt »

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
1mo ago
MIT’s Math Test 2010: Calculate the Value of X.
Taken from Feb. 2010 Past Papers Continue reading on ThinkArt »

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
1mo ago
MIT’s Math Test 2010: Calculate the Value of X.
Taken from Feb. 2010 Past Papers Continue reading on ThinkArt »
Medium · Data Science
🔢 Mathematical Foundations
1mo ago
Waveguide Deon Hypothesis of the Electron: Compton Scale, Vacuum Impedance, and the Nature of the…
Gennadii Evseenko Independent Researcher Email: evseenko.gen@gmail.com Continue reading on Medium »

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
1mo ago
The Quadratic Formula , Explained With Squares
A 4,000-year-old rectangle-cutting trick that makes the scariest formula in algebra feel obvious Continue reading on ThinkArt »

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
1mo ago
How do Mathematicians Discover New Things
Mathematicians do discover formulas, but formulas make up only a small part of mathematics. More often, they are know to discover patterns… Continue reading on

Medium · Data Science
🔢 Mathematical Foundations
1mo ago
Scepticism and Animal Faith (1923)
Naturalistic Foundations of Knowledge Continue reading on LICENTIA POETICA »

Medium · Data Science
🔢 Mathematical Foundations
1mo ago
Probability & Distributions: The Complete Math-to-Code Guide for Machine Learning
How to reason about uncertainty — the math every model needs before it can guess. Continue reading on Medium »

Medium · Data Science
🔢 Mathematical Foundations
1mo ago
TOPOLOGICAL DYNAMICS ACROSS THREE COSMIC TIERS
Subquantum Energy-Information Fields & Relational Energy-Informational Networks Continue reading on Medium »

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
1mo ago
Calculus Isn’t Scary. It’s Just Slopes That Won’t Sit Still.
I failed my first calculus quiz in the eleventh grade. Not “did okay but felt bad about it” failed. Actually failed. Red pen, a 4 out of… Continue reading on Me

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
1mo ago
A Classic Maths Puzzle: How Many Cats Are Needed?
The answer might not be what you think Continue reading on Math Games »

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
2mo ago
So How Does The Koch Snowflake Have Finite Area?
Following part one of the series, we will now look at the area of a Koch snowflake starting with an equilateral triangle with a side… Continue reading on Math P

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
2mo ago
The Truth About 6 ÷ 2(1+2) and PEMDAS
Why the internet keeps getting it wrong. Continue reading on ThinkArt »

Medium · Data Science
🔢 Mathematical Foundations
⚡ AI Lesson
2mo ago
How Does The Koch Snowflake Have Infinite Perimeter?
What is the perimeter of the above Koch snowflake starting from an equilateral triangle with side length 1? Continue reading on Math Games »
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