Foundations

Deep Learning

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

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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
The 60-Year Hunt for AI's Most Important Function
Deep Learning
The 60-Year Hunt for AI's Most Important Function
Jia-Bin Huang Intermediate 1mo ago
Convolutional Neural Network - CNN
Deep Learning
Convolutional Neural Network - CNN
codehubgenius Beginner 1mo ago
Time-Series & LSTMs Explained Simply | Predict the Future with AI & Deep Learning
Deep Learning
Time-Series & LSTMs Explained Simply | Predict the Future with AI & Deep Learning
Professor Rahul Jain Beginner 1mo ago
ML explained in just 100 seconds!
Deep Learning
ML explained in just 100 seconds!
GeeksforGeeks Beginner 1mo ago
Why Students Are Leaving School Before Class 12! #shorts
Deep Learning
Why Students Are Leaving School Before Class 12! #shorts
Switch Intermediate 1mo ago
Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 5 - Architectures
Deep Learning
Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 5 - Architectures
Stanford Online Beginner 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
How Neural Networks Actually Work — From Perceptron to Production
Deep Learning
How Neural Networks Actually Work — From Perceptron to Production
Practical AI Pro Beginner 2mo ago
Layer normalization
Deep Learning
Layer normalization
Tech Demystified Intermediate 2mo ago
Positional Encoding
Deep Learning
Positional Encoding
Tech Demystified Intermediate 2mo ago
Why Your Neural Network Fails on New Data — Regularization Explained
Deep Learning
Why Your Neural Network Fails on New Data — Regularization Explained
Practical AI Pro Beginner 2mo ago
Anomaly Detection with Autoencoders | Predict Industrial Failures Before They Happen (AI Explained)
Deep Learning
Anomaly Detection with Autoencoders | Predict Industrial Failures Before They Happen (AI Explained)
Professor Rahul Jain Beginner 2mo ago
Full 3-hour compilation - Diffusion model (DDPM) - Intuition + Coding from scratch
Deep Learning
Full 3-hour compilation - Diffusion model (DDPM) - Intuition + Coding from scratch
Vizuara Beginner 2mo ago
Announcing the Top 15 Teams | Meta PyTorch OpenEnv Hackathon x Scaler School of Technology
Deep Learning
Announcing the Top 15 Teams | Meta PyTorch OpenEnv Hackathon x Scaler School of Technology
Scaler School of Technology Beginner 2mo ago
Diffusion model (DDPM) PART 2 - Coding from scratch
Deep Learning
Diffusion model (DDPM) PART 2 - Coding from scratch
Vizuara Beginner 2mo ago
Activation Function | Types of Activation Functions in Deep Learning
Deep Learning
Activation Function | Types of Activation Functions in Deep Learning
codehubgenius Beginner 2mo ago
Introducing Keras Recommenders: state-of-the-art recommendation techniques at your fingertips
Deep Learning
Introducing Keras Recommenders: state-of-the-art recommendation techniques at your fingertips
Google for Developers Beginner 2mo ago
Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 4 - Latent Space & Guidance
Deep Learning
Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 4 - Latent Space & Guidance
Stanford Online Beginner 2mo ago
Attention Mechanism, Positional Encoding & Transformer Architecture Explained
Deep Learning
Attention Mechanism, Positional Encoding & Transformer Architecture Explained
Dr. Zohair – AI & NLP Insights Beginner 2mo ago
Recurrent Neural Network (RNN) Architecture | Teacher Forcing | Detailed Explanation with Maths
Deep Learning
Recurrent Neural Network (RNN) Architecture | Teacher Forcing | Detailed Explanation with Maths
RoboSathi Beginner 2mo ago
Transformer Architecture | Attention Is All You Need | Detailed Explanation with Maths
Deep Learning
Transformer Architecture | Attention Is All You Need | Detailed Explanation with Maths
RoboSathi Beginner 2mo ago
Scale AI with Google's TPU software stack
Deep Learning
Scale AI with Google's TPU software stack
Google for Developers Intermediate 2mo ago
AI Engineer Roadmap 2026 🤖🔥 How to Become an AI Engineer Step by Step #AIEngineer #AIRoadmap #AI
Deep Learning
AI Engineer Roadmap 2026 🤖🔥 How to Become an AI Engineer Step by Step #AIEngineer #AIRoadmap #AI
CydexCode Intermediate 2mo ago
Lightning Talk: How DeepInverse Is Solving Imaging in Science and H... Andrew Wang & Minh Hai Nguyen
Deep Learning
Lightning Talk: How DeepInverse Is Solving Imaging in Science and H... Andrew Wang & Minh Hai Nguyen
PyTorch Beginner 2mo ago
Lightning Talk: Bayesian Neural Networks With Variational Inference in PyTorch - Lars Heyen
Deep Learning
Lightning Talk: Bayesian Neural Networks With Variational Inference in PyTorch - Lars Heyen
PyTorch Intermediate 2mo ago
Transformers Visually Explained
Deep Learning
Transformers Visually Explained
ByteQuest Beginner 2mo ago
Generative AI Course Full course -10 hours [2026] | Gen AI Tutorial for Beginners | Edureka Live
Deep Learning
Generative AI Course Full course -10 hours [2026] | Gen AI Tutorial for Beginners | Edureka Live
edureka! Beginner 2mo ago
Deep Learning Full Course 2026 [FREE] | Deep Learning Tutorial | Deep Learning Course | Simplilearn
Deep Learning
Deep Learning Full Course 2026 [FREE] | Deep Learning Tutorial | Deep Learning Course | Simplilearn
Simplilearn Beginner 3mo ago
Self-Supervised Vision — Contrastive & Masked Learning | ML Math
Deep Learning
Self-Supervised Vision — Contrastive & Masked Learning | ML Math
Zariga Tongy Beginner 3mo 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
[GPU, LPU, TSU, TPU] Galactic Compute: All for a Banner Ad. JEPA, Transformers, Diffusers, EBMs, VAE
Deep Learning
[GPU, LPU, TSU, TPU] Galactic Compute: All for a Banner Ad. JEPA, Transformers, Diffusers, EBMs, VAE
Byte Goose AI. Intermediate 3mo ago
18: Object Recognition (cont'd), Texture Perception
Deep Learning ⚡ AI Lesson
18: Object Recognition (cont'd), Texture Perception
MIT OpenCourseWare Intermediate 3mo ago
Regularization
Deep Learning
Regularization
Tech Demystified Intermediate 2mo ago
How AI Actually Thinks — The ONE Equation Behind ChatGPT, Tesla & Every Modern AI
Deep Learning
How AI Actually Thinks — The ONE Equation Behind ChatGPT, Tesla & Every Modern AI
Practical AI Pro Beginner 2mo ago
Gated Recurrent Unit (GRU) | Reset & Update Gate | Constant Error Carousel | Detailed Explanation
Deep Learning
Gated Recurrent Unit (GRU) | Reset & Update Gate | Constant Error Carousel | Detailed Explanation
RoboSathi Beginner 2mo ago
Self Attention in Transformer Architecture | Query, Key & Value | Detailed Explanation with Example
Deep Learning
Self Attention in Transformer Architecture | Query, Key & Value | Detailed Explanation with Example
RoboSathi Beginner 2mo ago
Back Propagation Through Time (BPTT) in RNN | Vanishing Gradient | Exploding Gradient | Explained
Deep Learning
Back Propagation Through Time (BPTT) in RNN | Vanishing Gradient | Exploding Gradient | Explained
RoboSathi Beginner 2mo ago
Long Short Term Memory (LSTM) | Forget, Input & Output Gate | Constant Error Carousel | Explained
Deep Learning
Long Short Term Memory (LSTM) | Forget, Input & Output Gate | Constant Error Carousel | Explained
RoboSathi Beginner 2mo ago
Applications Of RNN | Text Generation | Sentiment Analysis | Machine Translation | Bi-RNN
Deep Learning
Applications Of RNN | Text Generation | Sentiment Analysis | Machine Translation | Bi-RNN
RoboSathi Beginner 2mo ago
Attention Mechanism | Query, Key & Value | Bahdanau Attention | Detailed Explanation with Maths
Deep Learning
Attention Mechanism | Query, Key & Value | Bahdanau Attention | Detailed Explanation with Maths
RoboSathi Beginner 2mo ago
Diffusion model (DDPM) PART 1 - theory and intuition
Deep Learning
Diffusion model (DDPM) PART 1 - theory and intuition
Vizuara Beginner 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
Lightning Talk: Running ExecuTorch Applications With Silicon Accelera... George Gekov & Aki Makkonen
Deep Learning
Lightning Talk: Running ExecuTorch Applications With Silicon Accelera... George Gekov & Aki Makkonen
PyTorch Intermediate 2mo ago
Quantum Convolutional Neural Networks (QCNN) | Quantum AI & Future of Deep Learning
Deep Learning
Quantum Convolutional Neural Networks (QCNN) | Quantum AI & Future of Deep Learning
Professor Rahul Jain Beginner 3mo ago
Introduction to ACT for autonomous driving | VLA for autonomous driving bootcamp | Lecture 2
Deep Learning
Introduction to ACT for autonomous driving | VLA for autonomous driving bootcamp | Lecture 2
Vizuara Intermediate 3mo ago
Autoencoder from scratch in 60 minutes | Intuition + coding
Deep Learning
Autoencoder from scratch in 60 minutes | Intuition + coding
Vizuara Beginner 3mo ago
Regularization in Deep Learning | Dropout | Early Stopping | L2 Regularization | Explained with Code
Deep Learning
Regularization in Deep Learning | Dropout | Early Stopping | L2 Regularization | Explained with Code
RoboSathi Beginner 3mo ago
Activation Function | Why Non Linearity is important in Deep Learning ? | Sigmoid | ReLU | Softmax
Deep Learning
Activation Function | Why Non Linearity is important in Deep Learning ? | Sigmoid | ReLU | Softmax
RoboSathi Beginner 3mo ago
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NVIDIA: Fundamentals of NLP and Transformers
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Self-paced
NVIDIA: Fundamentals of NLP and Transformers
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Intro to TensorFlow em Português Brasileiro
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Self-paced
Intro to TensorFlow em Português Brasileiro
Opens on Coursera ↗
Kodlayıcı-Kod Çözücü Mimarisi
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Self-paced
Kodlayıcı-Kod Çözücü Mimarisi
Opens on Coursera ↗
Generative AI and LLMs: Architecture and Data Preparation
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Self-paced
Generative AI and LLMs: Architecture and Data Preparation
Opens on Coursera ↗
Deep Learning - Computer Vision for Beginners Using PyTorch
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Self-paced
Deep Learning - Computer Vision for Beginners Using PyTorch
Opens on Coursera ↗
Design and Build Custom Neural Networks
📚 External: Coursera ↗
Self-paced
Design and Build Custom Neural Networks
Opens on Coursera ↗