Foundations

Deep Learning

Neural networks, CNNs, RNNs, transformers, diffusion models and training techniques

2,917
lessons
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Neural Network Basics
beginner
Implement a 2-layer net in NumPy and PyTorch
CNN Architectures
intermediate
Build a CNN image classifier in PyTorch
Sequence Models
intermediate
Implement an LSTM text generator
Generative Models
advanced
Train a GAN on image data
Training at Scale
advanced
Use FP16/BF16 mixed precision training
Iterative Fine-Tuning and Data-Centric Model Updates
Deep Learning
Iterative Fine-Tuning and Data-Centric Model Updates
SH AI Academy Advanced 3w ago
Freezing vs. Unfreezing Layers: The Ultimate Guide to Transfer Learning
Deep Learning
Freezing vs. Unfreezing Layers: The Ultimate Guide to Transfer Learning
SH AI Academy Advanced 1mo ago
Reading JEPA paper (Yann LeCun co-author) | Joint Embedding Predictive Architecture
Deep Learning
Reading JEPA paper (Yann LeCun co-author) | Joint Embedding Predictive Architecture
Vizuara Advanced 1mo ago
How AI Actually Learns: Neural Networks & Backpropagation Explained
Deep Learning
How AI Actually Learns: Neural Networks & Backpropagation Explained
AI assisted Learning Advanced 2mo ago
Sponsored Session: TorchTPU: Expanding TPU Programmabil... Kat Ko, Claudio Basile & Jana van Greunen
Deep Learning
Sponsored Session: TorchTPU: Expanding TPU Programmabil... Kat Ko, Claudio Basile & Jana van Greunen
PyTorch Advanced 2mo ago
AI Engineer Salary 2026 | How Much Do AI Engineers Earn? | AI Salary Trends | #Shorts | #Simplilearn
Deep Learning
AI Engineer Salary 2026 | How Much Do AI Engineers Earn? | AI Salary Trends | #Shorts | #Simplilearn
Simplilearn Advanced 3mo ago
Recurrent Neural Networks (RNNs) | LSTMs, GRUs, BPTT
Deep Learning
Recurrent Neural Networks (RNNs) | LSTMs, GRUs, BPTT
ByteQuest Advanced 3mo ago
BatchNorm vs LayerNorm — What’s the Real Difference? (With Code)#DeepLearning #NeuralNetworks
Deep Learning
BatchNorm vs LayerNorm — What’s the Real Difference? (With Code)#DeepLearning #NeuralNetworks
CodeVisium Advanced 3mo ago
Deep Learning Engineer Salary 2026 | How Much A Deep Learning Engineer Earn | #Shorts | #Simplilearn
Deep Learning
Deep Learning Engineer Salary 2026 | How Much A Deep Learning Engineer Earn | #Shorts | #Simplilearn
Simplilearn Advanced 3mo ago
Applications of Deep Neural Networks PyTorch Course Overview (1.1, Spring 2026)
Deep Learning
Applications of Deep Neural Networks PyTorch Course Overview (1.1, Spring 2026)
Jeff Heaton Advanced 6mo ago
3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch
Deep Learning
3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch
MIT OpenCourseWare Advanced 6mo ago
[NeurIPS Best Paper] 1000 Layer Networks for Self-Supervised RL — Kevin Wang et al, Princeton
Deep Learning
[NeurIPS Best Paper] 1000 Layer Networks for Self-Supervised RL — Kevin Wang et al, Princeton
Latent Space Advanced 6mo ago
7. GANs Explained: How Generators and Discriminators Create Realistic Data | In Hindi
Deep Learning
7. GANs Explained: How Generators and Discriminators Create Realistic Data | In Hindi
AI SayI Advanced 6mo ago
Positional Encoding in Transformers
Deep Learning
Positional Encoding in Transformers
Skill Advancement Advanced 6mo ago
Self-Attention: Decoding the Meaning of Self
Deep Learning
Self-Attention: Decoding the Meaning of Self
Skill Advancement Advanced 7mo ago
Optimizing Flax NNX Models with Optax (Part 1)
Deep Learning
Optimizing Flax NNX Models with Optax (Part 1)
Google for Developers Advanced 7mo ago
Batch Normalization | Internal Covariate Shift | Deep Learning Part 8
Deep Learning
Batch Normalization | Internal Covariate Shift | Deep Learning Part 8
ByteQuest Advanced 7mo ago
RayZer: A Self-supervised Large View Synthesis Model (ICCV 2025)
Deep Learning
RayZer: A Self-supervised Large View Synthesis Model (ICCV 2025)
MIPAL-SNU Advanced 7mo ago
The PyTorch for Deep Learning Professional Certificate is live
Deep Learning
The PyTorch for Deep Learning Professional Certificate is live
DeepLearningAI Advanced 7mo ago
Efficient MoE Pre-training at Scale on AMD GPUs With TorchTitan -Liz Li & Yanyuan Qin, Matthias Reso
Deep Learning
Efficient MoE Pre-training at Scale on AMD GPUs With TorchTitan -Liz Li & Yanyuan Qin, Matthias Reso
PyTorch Advanced 8mo ago
Reframing the Autoencoder: Diffusion, VAE, POMDP
Deep Learning
Reframing the Autoencoder: Diffusion, VAE, POMDP
Discover AI Advanced 10mo ago
05 - AI Summer school - FPK University - Morocco
Deep Learning
05 - AI Summer school - FPK University - Morocco
عمرو عبداللطيف Advanced 11mo ago
04 - AI Summer school - FPK University - Morocco
Deep Learning
04 - AI Summer school - FPK University - Morocco
عمرو عبداللطيف Advanced 11mo ago
The Tech Job Market Divide: WTF is Happening?
Deep Learning
The Tech Job Market Divide: WTF is Happening?
Jean Lee Advanced 11mo ago
2025 EC3 & CIB W78 Conference - Highlights
Deep Learning
2025 EC3 & CIB W78 Conference - Highlights
European Council on Computing in Construction Advanced 11mo ago
2025 EC3 & CIB W78 - Farcasiu, Andrei - A Convolutional Neural Network Based Pipeline for the S...
Deep Learning
2025 EC3 & CIB W78 - Farcasiu, Andrei - A Convolutional Neural Network Based Pipeline for the S...
European Council on Computing in Construction Advanced 11mo ago
VGG From Scratch – Deep Learning Theory & PyTorch Implementation (Full Course)
Deep Learning ⚡ AI Lesson
VGG From Scratch – Deep Learning Theory & PyTorch Implementation (Full Course)
freeCodeCamp.org Advanced 1y ago
MiniCPM4 - Efficient Edge-Side Large Model
Deep Learning
MiniCPM4 - Efficient Edge-Side Large Model
OpenBMB Advanced 1y ago
NEW AI Models: Hierarchical Reasoning Models (HRM)
Deep Learning ⚡ AI Lesson
NEW AI Models: Hierarchical Reasoning Models (HRM)
Discover AI Advanced 1y ago
Toward Generalizable Representations and Scalable Citizen Science for Brain-Computer Interfaces
Deep Learning ⚡ AI Lesson
Toward Generalizable Representations and Scalable Citizen Science for Brain-Computer Interfaces
Microsoft Research Advanced 1y ago
Decoder Architecture in Transformers | Step-by-Step from Scratch
Deep Learning
Decoder Architecture in Transformers | Step-by-Step from Scratch
Learn With Jay Advanced 1y ago
The Most Affordable Bootcamp On Computer Vision With Pytorch And Tensorflow
Deep Learning
The Most Affordable Bootcamp On Computer Vision With Pytorch And Tensorflow
Krish Naik Advanced 1y ago
How Residual Connections in Transformers stabilize its training?
Deep Learning ⚡ AI Lesson
How Residual Connections in Transformers stabilize its training?
Learn With Jay Advanced 1y ago
AI is Coming for Your Toaster
Deep Learning ⚡ AI Lesson
AI is Coming for Your Toaster
MLOps.community Advanced 1y ago
Gemma Scope demo with Neuronpedia
Deep Learning
Gemma Scope demo with Neuronpedia
Google for Developers Advanced 1y ago
Nikhil Vyas - SOAP: Improving and Stabilizing Shampoo using Adam
Deep Learning
Nikhil Vyas - SOAP: Improving and Stabilizing Shampoo using Adam
Cohere Advanced 1y ago
Applied Deep Learning 2024 - Lecture 9 - Preprocessing, Augmentation, Regularization, Visualization
Deep Learning
Applied Deep Learning 2024 - Lecture 9 - Preprocessing, Augmentation, Regularization, Visualization
Alexander Pacha Advanced 1y ago
[UbiComp 2024] PRECYSE: Predicting Cybersickness using Transformer for Multimodal Time-Series Sensor
Deep Learning
[UbiComp 2024] PRECYSE: Predicting Cybersickness using Transformer for Multimodal Time-Series Sensor
Hanyang Human-Centered Computing Lab Advanced 1y ago
Choosing Hyperparameters: Learning Rate, Batch Size, Steps, and LR Schedulers
Deep Learning
Choosing Hyperparameters: Learning Rate, Batch Size, Steps, and LR Schedulers
SH AI Academy Advanced 1mo ago
Machine Learning Full Course In 10 Hours | Machine Learning Full Course For Beginners | Simplilearn
Deep Learning
Machine Learning Full Course In 10 Hours | Machine Learning Full Course For Beginners | Simplilearn
Simplilearn Advanced 6mo ago
Machine Learning Full Course In 10 Hrs | Machine Learning Full Course For Beginners | Simplilearn
Deep Learning
Machine Learning Full Course In 10 Hrs | Machine Learning Full Course For Beginners | Simplilearn
Simplilearn Advanced 7mo ago
03 - AI Summer school - FPK University - Morocco
Deep Learning
03 - AI Summer school - FPK University - Morocco
عمرو عبداللطيف Advanced 11mo ago
Using PyTorch and DINOv2 for Multi-label Plant Species Classification
Deep Learning
Using PyTorch and DINOv2 for Multi-label Plant Species Classification
PyTorch Advanced 1y ago
AI creates Video Game: Genie 2 ... and PaliGemma 2
Deep Learning
AI creates Video Game: Genie 2 ... and PaliGemma 2
Discover AI Advanced 1y ago
NEW AI Models Solve Hamiltonian Mechanics
Deep Learning
NEW AI Models Solve Hamiltonian Mechanics
Discover AI Advanced 1y ago
Lightning Talk: Mobile Computational Photography with PyTorch: Low-Light Denoising - Alexis Baudron
Deep Learning
Lightning Talk: Mobile Computational Photography with PyTorch: Low-Light Denoising - Alexis Baudron
PyTorch Advanced 1y ago
Pushing the Performance Envelope: An Optimization Study for 3... Suvaditya Mukherjee & Shireen Chand
Deep Learning
Pushing the Performance Envelope: An Optimization Study for 3... Suvaditya Mukherjee & Shireen Chand
PyTorch Advanced 1y ago
Sponsored Keynote: The Lightning AI OSS Stack for Accelerating the AI Lifecycle - Luca Antiga
Deep Learning ⚡ AI Lesson
Sponsored Keynote: The Lightning AI OSS Stack for Accelerating the AI Lifecycle - Luca Antiga
PyTorch Advanced 1y ago
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Advanced Deployment Scenarios with TensorFlow
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Self-paced
Advanced Deployment Scenarios with TensorFlow
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ML Pipelines on Google Cloud en Español
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Self-paced
ML Pipelines on Google Cloud en Español
Opens on Coursera ↗
Sequence Modeling, Transformers, and Transfer Learning
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Self-paced
Sequence Modeling, Transformers, and Transfer Learning
Opens on Coursera ↗
Feature Engineering en Español
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Self-paced
Feature Engineering en Español
Opens on Coursera ↗
Network and Security Optimization in Telecommunication
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Self-paced
Network and Security Optimization in Telecommunication
Opens on Coursera ↗
Building Vision and NLP Workflows with TensorFlow pipelines
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Self-paced
Building Vision and NLP Workflows with TensorFlow pipelines
Opens on Coursera ↗