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
Lecture 3 : Additive Attention Explained Simply | Step-by-Step for Beginners
Deep Learning
Lecture 3 : Additive Attention Explained Simply | Step-by-Step for Beginners
Yashok Techpedia Beginner 4mo ago
PyTorch vs Tensorflow F vs Keras
Deep Learning
PyTorch vs Tensorflow F vs Keras
Zee Beginner 4mo ago
From RNN to Transformers | The Complete Attention Mechanism Series
Deep Learning
From RNN to Transformers | The Complete Attention Mechanism Series
Yashok Techpedia Beginner 4mo ago
How Images Convert to Input Tensors | Computer Vision Explained for AI Engineers
Deep Learning
How Images Convert to Input Tensors | Computer Vision Explained for AI Engineers
Kritovia Beginner 4mo ago
How Machines Read Handwriting
Deep Learning
How Machines Read Handwriting
Zee Beginner 4mo ago
Lec 16. Generative Models: Conditional Models
Deep Learning
Lec 16. Generative Models: Conditional Models
MIT OpenCourseWare Beginner 4mo ago
Lec 15. Generative Models: Representation Learning Meets Generative Modeling
Deep Learning
Lec 15. Generative Models: Representation Learning Meets Generative Modeling
MIT OpenCourseWare Beginner 4mo ago
NVIDIA DGX Spark vs RTX 4090 | LLM inference, training speed and more
Deep Learning ⚡ AI Lesson
NVIDIA DGX Spark vs RTX 4090 | LLM inference, training speed and more
Daniel Bourke Beginner 5mo ago
Want to Be a Data Scientist? Follow This Roadmap! #shorts #simplilearn
Deep Learning
Want to Be a Data Scientist? Follow This Roadmap! #shorts #simplilearn
Simplilearn Beginner 5mo ago
Complete AI Engineer Roadmap 2026 | From Beginner to Pro #simplilearn #shorts
Deep Learning
Complete AI Engineer Roadmap 2026 | From Beginner to Pro #simplilearn #shorts
Simplilearn Beginner 5mo ago
Variational Autoencoder (VAE) | 10 Marks in 1 Minute | Generative AI
Deep Learning
Variational Autoencoder (VAE) | 10 Marks in 1 Minute | Generative AI
AI with VASANTHI Beginner 5mo ago
Transformer Architecture in Tamil | Encoder Decoder & Attention Explained | Deep Learning NLP
Deep Learning
Transformer Architecture in Tamil | Encoder Decoder & Attention Explained | Deep Learning NLP
Adi Explains Beginner 5mo ago
Neural Networks Explained: A Simple Analogy for ANN Concepts in AI
Deep Learning
Neural Networks Explained: A Simple Analogy for ANN Concepts in AI
Learning Loop Beginner 5mo ago
Complete AI/Machine Learning Course 2026 | GenAI + Multimodal Models | 12-Hour Live Class | Edureka
Deep Learning
Complete AI/Machine Learning Course 2026 | GenAI + Multimodal Models | 12-Hour Live Class | Edureka
edureka! Beginner 5mo ago
How Images Are Stored In Computers | RGB Matrix & Image Processing Explained
Deep Learning
How Images Are Stored In Computers | RGB Matrix & Image Processing Explained
AI Depth School Beginner 5mo ago
Residual Networks (ResNet) Explained Intuitively | Why Deep Networks Fail & How ResNet Fixes It
Deep Learning
Residual Networks (ResNet) Explained Intuitively | Why Deep Networks Fail & How ResNet Fixes It
ByteQuest Beginner 5mo ago
How RNNs Taught AI systems To Remember Things (Deep Learning Explained)
Deep Learning
How RNNs Taught AI systems To Remember Things (Deep Learning Explained)
AI Depth School Beginner 5mo ago
Keras Turns 10: A decade of deep learning
Deep Learning
Keras Turns 10: A decade of deep learning
Google for Developers Beginner 5mo ago
Understanding JAX: JIT, XLA, and Pure Functions Explained
Deep Learning
Understanding JAX: JIT, XLA, and Pure Functions Explained
Google for Developers Beginner 5mo ago
How Residual Connections Are Getting an Upgrade [mHC]
Deep Learning
How Residual Connections Are Getting an Upgrade [mHC]
Jia-Bin Huang Beginner 6mo ago
Why I Quit My Stable Job in Tech In My 20s
Deep Learning ⚡ AI Lesson
Why I Quit My Stable Job in Tech In My 20s
Jean Lee Beginner 6mo ago
Gen AI and ML Full course in 11 Hours [ 2026 | Gen Ai and Ml for beginner | Edureka Live
Deep Learning
Gen AI and ML Full course in 11 Hours [ 2026 | Gen Ai and Ml for beginner | Edureka Live
edureka! Beginner 6mo ago
VGG-16 Architecture Visually Explained
Deep Learning
VGG-16 Architecture Visually Explained
ByteQuest Beginner 6mo ago
Transformer Encoder Architecture Explained
Deep Learning
Transformer Encoder Architecture Explained
Skill Advancement Beginner 6mo ago
Why the BERT Model Is a Game-Changer for Language Models
Deep Learning
Why the BERT Model Is a Game-Changer for Language Models
Coursera Beginner 6mo ago
AI Roadmap Explained | From Basics to Building a Mini Chatbot (Transformers Series)
Deep Learning
AI Roadmap Explained | From Basics to Building a Mini Chatbot (Transformers Series)
Kritovia Beginner 6mo ago
I Visualized a Decoder-Only Transformer
Deep Learning
I Visualized a Decoder-Only Transformer
Tales Of Tensors Beginner 6mo ago
This is what LLMs really store
Deep Learning
This is what LLMs really store
What's AI by Louis-François Bouchard Beginner 6mo ago
Transfer Learning in Deep Learning Tamil | Brain Tumor Segmentation using VGG16 | Adi Explains
Deep Learning
Transfer Learning in Deep Learning Tamil | Brain Tumor Segmentation using VGG16 | Adi Explains
Adi Explains Beginner 6mo ago
10. Transformers & Attention Mechanisms Explained: Q, K, and V | In Hindi
Deep Learning
10. Transformers & Attention Mechanisms Explained: Q, K, and V | In Hindi
AI SayI Beginner 6mo ago
Lec 04. Architectures: Grids
Deep Learning
Lec 04. Architectures: Grids
MIT OpenCourseWare Beginner 4mo ago
Lec 10. Architectures: Memory
Deep Learning ⚡ AI Lesson
Lec 10. Architectures: Memory
MIT OpenCourseWare Beginner 4mo ago
Lec 11. Representation Learning: Reconstruction-Based
Deep Learning
Lec 11. Representation Learning: Reconstruction-Based
MIT OpenCourseWare Beginner 4mo ago
Lec 14. Generative Models: Basics
Deep Learning
Lec 14. Generative Models: Basics
MIT OpenCourseWare Beginner 4mo ago
Lec 12. Representation Learning: Similarity-Based
Deep Learning
Lec 12. Representation Learning: Similarity-Based
MIT OpenCourseWare Beginner 4mo ago
Lec 19. Transfer Learning: Data
Deep Learning ⚡ AI Lesson
Lec 19. Transfer Learning: Data
MIT OpenCourseWare Beginner 4mo ago
PyTorch Tutorial
Deep Learning
PyTorch Tutorial
MIT OpenCourseWare Beginner 4mo ago
Lec 18. Transfer Learning: Models
Deep Learning ⚡ AI Lesson
Lec 18. Transfer Learning: Models
MIT OpenCourseWare Beginner 4mo ago
How to use KerasHub with Hugging Face
Deep Learning
How to use KerasHub with Hugging Face
Google for Developers Beginner 5mo ago
8: Deep Learning for Natural Language – Transformers, Self-Supervised Learning
Deep Learning ⚡ AI Lesson
8: Deep Learning for Natural Language – Transformers, Self-Supervised Learning
MIT OpenCourseWare Beginner 6mo ago
2: Training Deep NNs (cont.); Introduction to Keras/Tensorflow; Application to Tabular Data
Deep Learning
2: Training Deep NNs (cont.); Introduction to Keras/Tensorflow; Application to Tabular Data
MIT OpenCourseWare Beginner 6mo ago
4: Deep Learning for Computer Vision – Transfer Learning and Fine-Tuning; Intro to HuggingFace
Deep Learning
4: Deep Learning for Computer Vision – Transfer Learning and Fine-Tuning; Intro to HuggingFace
MIT OpenCourseWare Beginner 6mo ago
11: Generative AI – Text-to-Image Models
Deep Learning
11: Generative AI – Text-to-Image Models
MIT OpenCourseWare Beginner 6mo ago
Generative AI Roadmap for 2026 | How to Become GenAI Expert #shorts #simplilearn
Deep Learning
Generative AI Roadmap for 2026 | How to Become GenAI Expert #shorts #simplilearn
Simplilearn Beginner 6mo ago
Deep Learning With TensorFlow and Keras [FREE] | TensorFlow Tutorial | Keras Tutorial | Simplilearn
Deep Learning
Deep Learning With TensorFlow and Keras [FREE] | TensorFlow Tutorial | Keras Tutorial | Simplilearn
Simplilearn Beginner 6mo ago
Deep Learning With TensorFlow and Keras [FREE] | TensorFlow Tutorial | Keras Tutorial | Simplilearn
Deep Learning
Deep Learning With TensorFlow and Keras [FREE] | TensorFlow Tutorial | Keras Tutorial | Simplilearn
Simplilearn Beginner 6mo ago
AlexNet Explained from Scratch | Architecture, Layers, ReLU, Dropout
Deep Learning
AlexNet Explained from Scratch | Architecture, Layers, ReLU, Dropout
ByteQuest Beginner 6mo ago
LeNet-5 CNN Architecture Explained | The Network That Started Deep Learning
Deep Learning
LeNet-5 CNN Architecture Explained | The Network That Started Deep Learning
ByteQuest Beginner 6mo ago
📚 Continue on Coursera External links · Free to audit
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Mask Detector with Python & TensorFlow: Build & Deploy
📚 External: Coursera ↗
Self-paced
Mask Detector with Python & TensorFlow: Build & Deploy
Opens on Coursera ↗
Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro
📚 External: Coursera ↗
Self-paced
Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro
Opens on Coursera ↗
Deep Learning with PyTorch
📚 External: Coursera ↗
Self-paced
Deep Learning with PyTorch
Opens on Coursera ↗
AI Capstone Project with Deep Learning
📚 External: Coursera ↗
Self-paced
AI Capstone Project with Deep Learning
Opens on Coursera ↗
Deep Learning RNN & LSTM: Stock Price Prediction
📚 External: Coursera ↗
Self-paced
Deep Learning RNN & LSTM: Stock Price Prediction
Opens on Coursera ↗
Deep Learning with PyTorch
📚 External: Coursera ↗
Self-paced
Deep Learning with PyTorch
Opens on Coursera ↗