Foundations

ML Fundamentals

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

662
videos
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 1/2)
📐 ML Fundamentals
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 1/2)
Microsoft Research Advanced 5y ago
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 2/2)
📐 ML Fundamentals
What Kind of Computation is Human Cognition? A Brief History of Thought (Episode 2/2)
Microsoft Research Advanced 5y ago
Developing the next generation of UK Further Education leaders
📐 ML Fundamentals
Developing the next generation of UK Further Education leaders
Saïd Business School, University of Oxford Advanced 5y ago
Best Image Colorization AI 2020
📐 ML Fundamentals
Best Image Colorization AI 2020
bycloud Advanced 5y ago
Model Explainability Forum
📐 ML Fundamentals
Model Explainability Forum
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Frontiers in ML: Learning from Limited Labeled Data: Challenges and Opportunities for NLP
📐 ML Fundamentals
Frontiers in ML: Learning from Limited Labeled Data: Challenges and Opportunities for NLP
Microsoft Research Advanced 5y ago
Radial Basis Function Networks for Convolutional Neural Networks with Mohammadreza Amirian
📐 ML Fundamentals
Radial Basis Function Networks for Convolutional Neural Networks with Mohammadreza Amirian
Weights & Biases Advanced 5y ago
The Case for Hardware-ML Model Co-design with Diana Marculescu - #391
📐 ML Fundamentals
The Case for Hardware-ML Model Co-design with Diana Marculescu - #391
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 12/12 |  Responsible Innovation
📐 ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 12/12 | Responsible Innovation
Google DeepMind Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 11/12 | Modern Latent Variable Models
📐 ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 11/12 | Modern Latent Variable Models
Google DeepMind Advanced 5y ago
Alligator Pears, Random Variables, and Gradient Descent
📐 ML Fundamentals
Alligator Pears, Random Variables, and Gradient Descent
Weights & Biases Advanced 5y ago
Oxford Saïd and the Education & Training Foundation's portfolio of leadership programmes
📐 ML Fundamentals
Oxford Saïd and the Education & Training Foundation's portfolio of leadership programmes
Saïd Business School, University of Oxford Advanced 5y ago
Women at DeepMind | Applying for Technical Roles
📐 ML Fundamentals
Women at DeepMind | Applying for Technical Roles
Google DeepMind Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 10/12 |  Unsupervised Representation Learning
📐 ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 10/12 | Unsupervised Representation Learning
Google DeepMind Advanced 5y ago
Robust Fit to Nature
📐 ML Fundamentals
Robust Fit to Nature
Data Skeptic Advanced 5y ago
Neural Arithmetic Units & Experiences as an Independent ML Researcher with Andreas Madsen - #382
📐 ML Fundamentals
Neural Arithmetic Units & Experiences as an Independent ML Researcher with Andreas Madsen - #382
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 6/12 | Sequences and Recurrent Networks
📐 ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 6/12 | Sequences and Recurrent Networks
Google DeepMind Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 3/12 | Convolutional Neural Networks for Image Recognition
📐 ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 3/12 | Convolutional Neural Networks for Image Recognition
Google DeepMind Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 1/12 | Intro to Machine Learning & AI
📐 ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 1/12 | Intro to Machine Learning & AI
Google DeepMind Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 5/12 |  Optimization for Machine Learning
📐 ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 5/12 | Optimization for Machine Learning
Google DeepMind Advanced 5y ago
DeepMind x UCL | Deep Learning Lectures | 2/12 |  Neural Networks Foundations
📐 ML Fundamentals
DeepMind x UCL | Deep Learning Lectures | 2/12 | Neural Networks Foundations
Google DeepMind Advanced 5y ago
Engineering a Less Artificial Intelligence with Andreas Tolias - #379
📐 ML Fundamentals
Engineering a Less Artificial Intelligence with Andreas Tolias - #379
The TWIML AI Podcast with Sam Charrington Advanced 5y ago
Benchmarks for collaborative Machine Learning with Stacey Svetlichnaya
📐 ML Fundamentals
Benchmarks for collaborative Machine Learning with Stacey Svetlichnaya
Weights & Biases Advanced 5y ago
Linear Algebra Ep 2 | Dot Product in Linear Algebra for Data Science
📐 ML Fundamentals
Linear Algebra Ep 2 | Dot Product in Linear Algebra for Data Science
Harshit Tyagi Advanced 5y ago