Foundations

ML Fundamentals

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

662
videos
AutoML-Zero
📐 ML Fundamentals
AutoML-Zero
Connor Shorten Advanced 6y ago
Deep Learning for Symbolic Mathematics
📐 ML Fundamentals
Deep Learning for Symbolic Mathematics
Yannic Kilcher Advanced 6y ago
This Neural Network Turns Videos Into 60 FPS!
📐 ML Fundamentals
This Neural Network Turns Videos Into 60 FPS!
Two Minute Papers Advanced 6y ago
Adversarial Explanations
📐 ML Fundamentals
Adversarial Explanations
Data Skeptic Advanced 6y ago
Networking Optimizations for Multi-Node Deep Learning on Kubernetes with Erez Cohen - #345
📐 ML Fundamentals
Networking Optimizations for Multi-Node Deep Learning on Kubernetes with Erez Cohen - #345
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
Everards Brewery  -  Discovering A Sense of Purpose
📐 ML Fundamentals
Everards Brewery - Discovering A Sense of Purpose
Saïd Business School, University of Oxford Advanced 6y ago
Oxford Impact Investing Webinar - Ask the Expert
📐 ML Fundamentals
Oxford Impact Investing Webinar - Ask the Expert
Saïd Business School, University of Oxford Advanced 6y ago
Social Intelligence with Blaise Aguera y Arcas - #340
📐 ML Fundamentals
Social Intelligence with Blaise Aguera y Arcas - #340
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
Inside TensorFlow: TF Model Optimization Toolkit (Quantization and Pruning)
📐 ML Fundamentals
Inside TensorFlow: TF Model Optimization Toolkit (Quantization and Pruning)
TensorFlow Advanced 6y ago
Daniel Kahneman: Deep Learning (System 1 and System 2) | AI Podcast Clips
📐 ML Fundamentals
Daniel Kahneman: Deep Learning (System 1 and System 2) | AI Podcast Clips
Lex Fridman Advanced 6y ago
Grant Sanderson (3Blue1Brown): Is Math Discovered or Invented? | AI Podcast Clips
📐 ML Fundamentals
Grant Sanderson (3Blue1Brown): Is Math Discovered or Invented? | AI Podcast Clips
Lex Fridman Advanced 6y ago
Transformer Neural Networks - EXPLAINED! (Attention is all you need)
📐 ML Fundamentals
Transformer Neural Networks - EXPLAINED! (Attention is all you need)
CodeEmporium Advanced 6y ago
PyTorch Tutorial 09 - Dataset and DataLoader - Batch Training
📐 ML Fundamentals
PyTorch Tutorial 09 - Dataset and DataLoader - Batch Training
Patrick Loeber Advanced 6y ago
Trends in Machine Learning & Deep Learning with Zack Lipton - #334
📐 ML Fundamentals
Trends in Machine Learning & Deep Learning with Zack Lipton - #334
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
PyTorch Tutorial 06 - Training Pipeline: Model, Loss, and Optimizer
📐 ML Fundamentals
PyTorch Tutorial 06 - Training Pipeline: Model, Loss, and Optimizer
Patrick Loeber Advanced 6y ago
FaciesNet & Machine Learning Applications in Energy with Mohamed Sidahmed - #333
📐 ML Fundamentals
FaciesNet & Machine Learning Applications in Energy with Mohamed Sidahmed - #333
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
The Next Generation of Self-Driving Engineers with Aaron Ma - Talk #318
📐 ML Fundamentals
The Next Generation of Self-Driving Engineers with Aaron Ma - Talk #318
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
Gradient Descent - THE MATH YOU SHOULD KNOW
📐 ML Fundamentals
Gradient Descent - THE MATH YOU SHOULD KNOW
CodeEmporium Advanced 6y ago
Spiking Neural Networks: A Primer with Dr. Terrence Sejnowski - #317
📐 ML Fundamentals
Spiking Neural Networks: A Primer with Dr. Terrence Sejnowski - #317
The TWIML AI Podcast with Sam Charrington Advanced 6y ago
Apex -  Michael Carilli, NVIDIA
📐 ML Fundamentals
Apex - Michael Carilli, NVIDIA
PyTorch Advanced 6y ago
PyTorch Developer Conference Keynote - Mike Schroepfer
📐 ML Fundamentals
PyTorch Developer Conference Keynote - Mike Schroepfer
PyTorch Advanced 6y ago
Logistic Regression - VISUALIZED!
📐 ML Fundamentals
Logistic Regression - VISUALIZED!
CodeEmporium Advanced 6y ago
TensorFlow model optimization: Quantization and pruning (TF World '19)
📐 ML Fundamentals
TensorFlow model optimization: Quantization and pruning (TF World '19)
TensorFlow Advanced 6y ago
Swift for TensorFlow (TF World '19)
📐 ML Fundamentals
Swift for TensorFlow (TF World '19)
TensorFlow Advanced 6y ago