Foundations

ML Fundamentals

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

662
videos
Machine Learning bias example
📐 ML Fundamentals
Machine Learning bias example
HuggingFace Advanced 4y ago
Meg's realization of the importance of Ethical AI
📐 ML Fundamentals
Meg's realization of the importance of Ethical AI
HuggingFace Advanced 4y ago
Advice for Women in AI/Machine Learning
📐 ML Fundamentals
Advice for Women in AI/Machine Learning
HuggingFace Advanced 4y ago
Hello Sionna! A Demo of The First Open Source Library for Physical Layer Research
📐 ML Fundamentals
Hello Sionna! A Demo of The First Open Source Library for Physical Layer Research
NVIDIA Developer Advanced 4y ago
Coding PCA from Scratch : Data Science Code
📐 ML Fundamentals
Coding PCA from Scratch : Data Science Code
ritvikmath Advanced 4y ago
Full-Stack AI Systems Development with Murali Akula - #563
📐 ML Fundamentals
Full-Stack AI Systems Development with Murali Akula - #563
The TWIML AI Podcast with Sam Charrington Advanced 4y ago
The path to net zero: Why and how for business and financial markets
📐 ML Fundamentals
The path to net zero: Why and how for business and financial markets
Saïd Business School, University of Oxford Advanced 4y ago
Research talk: Maia Chess: A human-like neural network chess engine
📐 ML Fundamentals
Research talk: Maia Chess: A human-like neural network chess engine
Microsoft Research Advanced 4y ago
Research talk: Torchy: A tracing JIT compiler for PyTorch
📐 ML Fundamentals
Research talk: Torchy: A tracing JIT compiler for PyTorch
Microsoft Research Advanced 4y ago
Research talk: Causal learning: Discovering causal relations for out-of-distribution generalization
📐 ML Fundamentals
Research talk: Causal learning: Discovering causal relations for out-of-distribution generalization
Microsoft Research Advanced 4y ago
Keynote: Unlocking exabytes of training data through privacy preserving machine learning
📐 ML Fundamentals
Keynote: Unlocking exabytes of training data through privacy preserving machine learning
Microsoft Research Advanced 4y ago
Opening remarks: Cloud Intelligence/AIOps
📐 ML Fundamentals
Opening remarks: Cloud Intelligence/AIOps
Microsoft Research Advanced 4y ago
Research talk: Computationally efficient large-scale AI
📐 ML Fundamentals
Research talk: Computationally efficient large-scale AI
Microsoft Research Advanced 4y ago
Research talk: Towards data-efficient machine learning with meta-learning
📐 ML Fundamentals
Research talk: Towards data-efficient machine learning with meta-learning
Microsoft Research Advanced 4y ago
Panel: Computer vision in the next decade: Deeper or broader
📐 ML Fundamentals
Panel: Computer vision in the next decade: Deeper or broader
Microsoft Research Advanced 4y ago
Panel: Causal ML Research at Microsoft
📐 ML Fundamentals
Panel: Causal ML Research at Microsoft
Microsoft Research Advanced 4y ago
JAX MD: A Framework for Differentiable Atomistic Physics
📐 ML Fundamentals
JAX MD: A Framework for Differentiable Atomistic Physics
Weights & Biases Advanced 4y ago
Does Model Performance Even Matter?
📐 ML Fundamentals
Does Model Performance Even Matter?
ritvikmath Advanced 4y ago
Masters in Financial Economics | Oxford Saïd Business School
📐 ML Fundamentals
Masters in Financial Economics | Oxford Saïd Business School
Saïd Business School, University of Oxford Advanced 4y ago
Talk: The implicit bias of optimization algorithms in deep learning
📐 ML Fundamentals
Talk: The implicit bias of optimization algorithms in deep learning
Microsoft Research Advanced 4y ago
Talk: Theoretical Aspects of Gradient Methods in Deep Learning
📐 ML Fundamentals
Talk: Theoretical Aspects of Gradient Methods in Deep Learning
Microsoft Research Advanced 4y ago
Bike Share Demand Forecasting
📐 ML Fundamentals
Bike Share Demand Forecasting
Data Skeptic Advanced 4y ago
A law of robustness and the importance of overparametrization in deep learning
📐 ML Fundamentals
A law of robustness and the importance of overparametrization in deep learning
Microsoft Research Advanced 4y ago
Why do people attend the Oxford Advanced Management and Leadership Programme?
📐 ML Fundamentals
Why do people attend the Oxford Advanced Management and Leadership Programme?
Saïd Business School, University of Oxford Advanced 4y ago