Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

662
videos
AI Beats Radiologists at Pneumonia Detection | Two Minute Papers #214
📐 ML Fundamentals
AI Beats Radiologists at Pneumonia Detection | Two Minute Papers #214
Two Minute Papers Advanced 8y ago
This Neural Network Optimizes Itself | Two Minute Papers #212
📐 ML Fundamentals
This Neural Network Optimizes Itself | Two Minute Papers #212
Two Minute Papers Advanced 8y ago
How Do Neural Networks See The World? Pt 2. | Two Minute Papers #211
📐 ML Fundamentals
How Do Neural Networks See The World? Pt 2. | Two Minute Papers #211
Two Minute Papers Advanced 8y ago
Backpropagation – The Math Behind Optimization
📐 ML Fundamentals
Backpropagation – The Math Behind Optimization
365 Data Science Advanced 8y ago
The Complexity of Learning Neural Networks
📐 ML Fundamentals
The Complexity of Learning Neural Networks
Data Skeptic Advanced 8y ago
Linear Regression and Multiple Regression
📐 ML Fundamentals
Linear Regression and Multiple Regression
CodeEmporium Advanced 8y ago
Homotopy Type Theory: Vladimir Voevodsky  - Computerphile
📐 ML Fundamentals
Homotopy Type Theory: Vladimir Voevodsky - Computerphile
Computerphile Advanced 8y ago
Propositions as Types - Computerphile
📐 ML Fundamentals
Propositions as Types - Computerphile
Computerphile Advanced 8y ago
Sebastian Raschka - SIteInterlock
📐 ML Fundamentals
Sebastian Raschka - SIteInterlock
Sebastian Raschka Advanced 8y ago
[MINI] Convolutional Neural Networks
📐 ML Fundamentals
[MINI] Convolutional Neural Networks
Data Skeptic Advanced 8y ago
Real-Time Character Control With Phase-Functioned Neural Networks | Two Minute Papers #154
📐 ML Fundamentals
Real-Time Character Control With Phase-Functioned Neural Networks | Two Minute Papers #154
Two Minute Papers Advanced 8y ago
Machine Learning on Images with Noisy Human-centric Labels
📐 ML Fundamentals
Machine Learning on Images with Noisy Human-centric Labels
Data Skeptic Advanced 8y ago
[MINI] Generative Adversarial Networks
📐 ML Fundamentals
[MINI] Generative Adversarial Networks
Data Skeptic Advanced 8y ago
[MINI] Backpropagation
📐 ML Fundamentals
[MINI] Backpropagation
Data Skeptic Advanced 8y ago
Training - Using Convolutional Neural Network to Identify Dogs vs Cats p. 3
📐 ML Fundamentals
Training - Using Convolutional Neural Network to Identify Dogs vs Cats p. 3
sentdex Advanced 9y ago
Indestructible Coating?!
📐 ML Fundamentals
Indestructible Coating?!
Veritasium Advanced 9y ago
3blue1brown channel trailer
📐 ML Fundamentals
3blue1brown channel trailer
3Blue1Brown Advanced 9y ago
Human Pose Estimation With Deep Learning | Two Minute Papers #106
📐 ML Fundamentals
Human Pose Estimation With Deep Learning | Two Minute Papers #106
Two Minute Papers Advanced 9y ago
WaveNet by Google DeepMind | Two Minute Papers #93
📐 ML Fundamentals
WaveNet by Google DeepMind | Two Minute Papers #93
Two Minute Papers Advanced 9y ago
Neural Material Synthesis | Two Minute Papers #88
📐 ML Fundamentals
Neural Material Synthesis | Two Minute Papers #88
Two Minute Papers Advanced 9y ago
Visually Indicated Sounds | Two Minute Papers #79
📐 ML Fundamentals
Visually Indicated Sounds | Two Minute Papers #79
Two Minute Papers Advanced 9y ago
SVM Optimization - Practical Machine Learning Tutorial with Python p.27
📐 ML Fundamentals
SVM Optimization - Practical Machine Learning Tutorial with Python p.27
sentdex Advanced 9y ago
The Mathematics of Code Breaking
📐 ML Fundamentals
The Mathematics of Code Breaking
ritvikmath Advanced 9y ago
Deep Learning - Computerphile
📐 ML Fundamentals
Deep Learning - Computerphile
Computerphile Advanced 9y ago