Foundations

ML Fundamentals

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

662
videos
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
📐 ML Fundamentals
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Yannic Kilcher Advanced 7y ago
Holistic Optimization of the LinkedIn News Feed - TWiML Talk #224
📐 ML Fundamentals
Holistic Optimization of the LinkedIn News Feed - TWiML Talk #224
The TWIML AI Podcast with Sam Charrington Advanced 7y ago
Drug Discovery with Machine Learning
📐 ML Fundamentals
Drug Discovery with Machine Learning
Data Skeptic Advanced 7y ago
LSTM Networks - EXPLAINED!
📐 ML Fundamentals
LSTM Networks - EXPLAINED!
CodeEmporium Advanced 7y ago
Reinforcement Learning 6: Policy Gradients and Actor Critics
📐 ML Fundamentals
Reinforcement Learning 6: Policy Gradients and Actor Critics
Google DeepMind Advanced 7y ago
Reinforcement Learning 10: Classic Games Case Study
📐 ML Fundamentals
Reinforcement Learning 10: Classic Games Case Study
Google DeepMind Advanced 7y ago
Deep Learning 5: Optimization for Machine Learning
📐 ML Fundamentals
Deep Learning 5: Optimization for Machine Learning
Google DeepMind Advanced 7y ago
Deep Learning 8: Unsupervised learning and generative models
📐 ML Fundamentals
Deep Learning 8: Unsupervised learning and generative models
Google DeepMind Advanced 7y ago
Reinforcement Learning 8: Advanced Topics in Deep RL
📐 ML Fundamentals
Reinforcement Learning 8: Advanced Topics in Deep RL
Google DeepMind Advanced 7y ago
Reinforcement Learning 7: Planning and Models
📐 ML Fundamentals
Reinforcement Learning 7: Planning and Models
Google DeepMind Advanced 7y ago
Reinforcement Learning 2: Exploration and Exploitation
📐 ML Fundamentals
Reinforcement Learning 2: Exploration and Exploitation
Google DeepMind Advanced 7y ago
Reinforcement Learning 3: Markov Decision Processes and Dynamic Programming
📐 ML Fundamentals
Reinforcement Learning 3: Markov Decision Processes and Dynamic Programming
Google DeepMind Advanced 7y ago
Reinforcement Learning 4: Model-Free Prediction and Control
📐 ML Fundamentals
Reinforcement Learning 4: Model-Free Prediction and Control
Google DeepMind Advanced 7y ago
Reinforcement Learning 5: Function Approximation and Deep Reinforcement Learning
📐 ML Fundamentals
Reinforcement Learning 5: Function Approximation and Deep Reinforcement Learning
Google DeepMind Advanced 7y ago
PyTorch Datasets and DataLoaders - Training Set Exploration for Deep Learning and AI
📐 ML Fundamentals
PyTorch Datasets and DataLoaders - Training Set Exploration for Deep Learning and AI
deeplizard Advanced 7y ago
Saving and Loading Models (Coding TensorFlow)
📐 ML Fundamentals
Saving and Loading Models (Coding TensorFlow)
TensorFlow Advanced 7y ago
These Neural Networks Empower Digital Artists
📐 ML Fundamentals
These Neural Networks Empower Digital Artists
Two Minute Papers Advanced 7y ago
This Neural Network Animates Quadrupeds
📐 ML Fundamentals
This Neural Network Animates Quadrupeds
Two Minute Papers Advanced 7y ago
DeepMind's AI Takes An IQ Test! 🤖
📐 ML Fundamentals
DeepMind's AI Takes An IQ Test! 🤖
Two Minute Papers Advanced 7y ago
Spam Filtering with Naive Bayes
📐 ML Fundamentals
Spam Filtering with Naive Bayes
Data Skeptic Advanced 7y ago
Train image classifier using transfer learning - Fine-tuning MobileNet with Keras
📐 ML Fundamentals
Train image classifier using transfer learning - Fine-tuning MobileNet with Keras
deeplizard Advanced 7y ago
Unpaired Image-Image Translation using CycleGANs
📐 ML Fundamentals
Unpaired Image-Image Translation using CycleGANs
CodeEmporium Advanced 7y ago
Applied AI at The Coca-Cola Company (TensorFlow Dev Summit 2018)
📐 ML Fundamentals
Applied AI at The Coca-Cola Company (TensorFlow Dev Summit 2018)
TensorFlow Advanced 8y ago
Mathematics of Machine Learning
📐 ML Fundamentals
Mathematics of Machine Learning
Siraj Raval Advanced 8y ago