Videos about math, but mostly probability, data science and machine learning.

How long until a Random Walk comes back?
32:50
How long until a Random Walk comes back?
Why is Fibonacci hiding here? Random Walk on a pentagon
15:44
Why is Fibonacci hiding here? Random Walk on a pentagon
Hank Green's 4x3 Word Connections & Venn Diagram Generalizations | Made with Marimo
6:29
Hank Green's 4x3 Word Connections & Venn Diagram Generalizations | Made with Marimo
The probability proof that Pi in the Normal Distribution #PiDay
9:52
The probability proof that Pi in the Normal Distribution #PiDay
How DeepSeek learns: GRPO explained with Triangle Creatures
29:33
How DeepSeek learns: GRPO explained with Triangle Creatures
The average minimum = The sum of powers & Faulhaber's formula for the sum of powers
2:58
The average minimum = The sum of powers & Faulhaber's formula for the sum of powers
The average maximum of dice rolls. (Stand-up Maths' max-of-dice conjecture proven!)
41:43
The average maximum of dice rolls. (Stand-up Maths' max-of-dice conjecture proven!)
Counterintuitive Coin Flips meet Deep Neural Network Theory
27:17
Counterintuitive Coin Flips meet Deep Neural Network Theory
Putnam Probability Picture Proof
18:25
Putnam Probability Picture Proof
Probability's Darth Vader Rule with Manim Tutorial Live Coding
1:43:26
Probability's Darth Vader Rule with Manim Tutorial Live Coding
A Random Variable is NOT Random and NOT a Variable
29:04
A Random Variable is NOT Random and NOT a Variable
Find and Fix Random Errors the Easy Way: Hamming(7,4)
8:02
Find and Fix Random Errors the Easy Way: Hamming(7,4)
3 New Random Variable Identities a la 3Blue1Brown's Probability Challenge
2:06
3 New Random Variable Identities a la 3Blue1Brown's Probability Challenge
3Blue1Brown's Probability Challenge Solved!
28:51
3Blue1Brown's Probability Challenge Solved!
Fibonacci Converts miles to km the Fun Way #SoMEpi
10:00
Fibonacci Converts miles to km the Fun Way #SoMEpi
The Coin Flip Game that Stumped Twitter: Alice HH vs Bob HT
28:57
The Coin Flip Game that Stumped Twitter: Alice HH vs Bob HT
Business Math - Intro to the course [ LECTURE RECORDING ] MATH1030 - See playlist in description
35:56
Business Math - Intro to the course [ LECTURE RECORDING ] MATH1030 - See playlist in description
The Math of The Trillion Dollar Equation
30:15
The Math of The Trillion Dollar Equation
[Lecture] Monte Carlo evaluation and control: A Gridworld Example | Intro to Markov Chains and RL
1:12:26
[Lecture] Monte Carlo evaluation and control: A Gridworld Example | Intro to Markov Chains and RL
[Lecture] Is it safe to differentiate under the integral? Lebesgue Dominated Convergence theorem
1:05:42
[Lecture] Is it safe to differentiate under the integral? Lebesgue Dominated Convergence theorem
[ Lecture ] Intro to Monte Carlo methods in Reinforcement Learning | Intro to Markov Chains and RL
1:02:19
[ Lecture ] Intro to Monte Carlo methods in Reinforcement Learning | Intro to Markov Chains and RL
[ Lecture ] Almost Everywhere vs L1 convergence and an absolute summability theorem | Intro Analysis
1:14:15
[ Lecture ] Almost Everywhere vs L1 convergence and an absolute summability theorem | Intro Analysis
[ Lecture ] L1 is complete and the monotone convergence theorem for integrals | Intro to Analysis
1:06:16
[ Lecture ] L1 is complete and the monotone convergence theorem for integrals | Intro to Analysis
L1 vs L1, Null sets & functions, Almost Everywhere vs Norm Convergence | Intro to Analysis
1:21:02
L1 vs L1, Null sets & functions, Almost Everywhere vs Norm Convergence | Intro to Analysis
Live coding the Gambler's Problem using Value Iteration | Intro to Markov Chains and Reinforcement L
1:19:24
Live coding the Gambler's Problem using Value Iteration | Intro to Markov Chains and Reinforcement L
Lebesgue Integrals 3: Absolute value of functions and series | Intro to Functional Analysis
1:11:13
Lebesgue Integrals 3: Absolute value of functions and series | Intro to Functional Analysis
The Bellman Equation and 1 Player PIG solved with Value Iteration | Intro to Markov Chains and RL
1:19:00
The Bellman Equation and 1 Player PIG solved with Value Iteration | Intro to Markov Chains and RL
How far does a simple random walk go in n steps? E|X_n| = ?
15:22
How far does a simple random walk go in n steps? E|X_n| = ?
Lebesgue Integral 2: Write the function as an infinite sum of step functions | Intro to Analysis
1:09:39
Lebesgue Integral 2: Write the function as an infinite sum of step functions | Intro to Analysis
Markov Chains with actions & dice game PIG | Intro to Markov Chains and Reinforcement Learning
42:41
Markov Chains with actions & dice game PIG | Intro to Markov Chains and Reinforcement Learning