ML Fundamentals

This Neural Network Optimizes Itself | Two Minute Papers #212

Scaleable Distributed Deep Learning with Hillery Hunter - #77

Towards Artificial General Intelligence with Greg Brockman - #74

How Do Neural Networks See The World? Pt 2. | Two Minute Papers #211

Backpropagation – The Math Behind Optimization

The Complexity of Learning Neural Networks

Linear Regression and Multiple Regression

Homotopy Type Theory: Vladimir Voevodsky - Computerphile

Propositions as Types - Computerphile

Sebastian Raschka - SIteInterlock

[MINI] Convolutional Neural Networks

Training - Using Convolutional Neural Network to Identify Dogs vs Cats p. 3

Indestructible Coating?!

3blue1brown channel trailer

SVM Optimization - Practical Machine Learning Tutorial with Python p.27

The Mathematics of Code Breaking

Snell's law proof using springs

CS231n Winter 2016: Lecture 3: Linear Classification 2, Optimization

The Mathematics of Robotics

How to find the best model parameters in scikit-learn

Misconceptions About the Universe

Real-Time Character Control With Phase-Functioned Neural Networks | Two Minute Papers #154

Machine Learning on Images with Noisy Human-centric Labels

Deep Neural Nets for Visual Recognition with Matt Zeiler - #22

[MINI] Generative Adversarial Networks

[MINI] Backpropagation

Human Pose Estimation With Deep Learning | Two Minute Papers #106

WaveNet by Google DeepMind | Two Minute Papers #93

Neural Material Synthesis | Two Minute Papers #88

Visually Indicated Sounds | Two Minute Papers #79

Deep Learning - Computerphile

AlphaGo & Deep Learning - Computerphile

How Does Deep Learning Work? | Two Minute Papers #24

Recurrent Neural Network Writes Music and Shakespeare Novels | Two Minute Papers #19

Music And Measure Theory

Creating Photographs Using Deep Learning | Two Minute Papers #13

Why You Should Never Play Blackjack

Mathematics of Roulette

Artificial Neural Networks and Deep Learning | Two Minute Papers #3

Euler's Formula and Graph Duality

Catenaries

Number Theory - Solving Problems Using Mods

Number Theory - Residue Systems

Number Theory - Generating Functions

PROM-BLEMS - A Journey Through Mathematics and Romance

Number Theory - Clocks

Number Theory - A Basic Problem

Proof of Integration by Parts