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
What is XOR Problem? | Why Deep Learning is Required To Solve XOR Problem ?
Deep Learning
What is XOR Problem? | Why Deep Learning is Required To Solve XOR Problem ?
RoboSathi Beginner 3mo ago
AI for Business Full course in 11 Hours [ 2026] | How AI Could Empower Businesses | Edureka Live
Deep Learning
AI for Business Full course in 11 Hours [ 2026] | How AI Could Empower Businesses | Edureka Live
edureka! Beginner 3mo ago
How AI Learns to Recognize Faces
Deep Learning
How AI Learns to Recognize Faces
Insightforge | AI & Data Science Beginner 3mo ago
Natural Language Processing (NLP) Full Course – Beginner to Advanced [2026] | Learn NLP with Python
Deep Learning
Natural Language Processing (NLP) Full Course – Beginner to Advanced [2026] | Learn NLP with Python
edureka! Beginner 3mo ago
Generative AI Full Course 2026 | Generative AI Course Free | Intellipaat
Deep Learning
Generative AI Full Course 2026 | Generative AI Course Free | Intellipaat
Intellipaat Beginner 3mo ago
Learn Generative AI Full Course Free 2026 | Intellipaat
Deep Learning
Learn Generative AI Full Course Free 2026 | Intellipaat
Intellipaat Beginner 3mo ago
Machines that invent. Flow Matching vs. Diffusion: Mastering ODEs and SDEs in Generative Modeling
Deep Learning
Machines that invent. Flow Matching vs. Diffusion: Mastering ODEs and SDEs in Generative Modeling
AI Podcast Series. Byte Goose AI. Beginner 3mo ago
S01E10 — Ten Years of Unnecessary Normalization — Residuals & Norms
Deep Learning
S01E10 — Ten Years of Unnecessary Normalization — Residuals & Norms
AI X-Rayed Beginner 3mo ago
Natural Language Processing Specialization by DeepLearning.AI
Deep Learning
Natural Language Processing Specialization by DeepLearning.AI
DeepLearningAI Intermediate 3mo ago
PyTorch 2.11 Release Live Q&A
Deep Learning ⚡ AI Lesson
PyTorch 2.11 Release Live Q&A
PyTorch Intermediate 3mo ago
How CNNs Actually "See" Images
Deep Learning ⚡ AI Lesson
How CNNs Actually "See" Images
Insightforge | AI & Data Science Intermediate 3mo ago
Recurrent Neural Networks (RNNs) | LSTMs, GRUs, BPTT
Deep Learning
Recurrent Neural Networks (RNNs) | LSTMs, GRUs, BPTT
ByteQuest Advanced 3mo ago
ResNet Evolution. ResNet vs. VGG: Why Residual Networks Became the Backbone of Modern AI. ResNet.
Deep Learning ⚡ AI Lesson
ResNet Evolution. ResNet vs. VGG: Why Residual Networks Became the Backbone of Modern AI. ResNet.
AI Podcast Series. Byte Goose AI. Beginner 3mo ago
56 AI BASICS Image Segmentation
Deep Learning
56 AI BASICS Image Segmentation
Sinsavk AI for beginners Beginner 3mo ago
🔥 Complete Embedding Models Tutorial for Beginners | Explained in Tamil | NLP & GenAI | RAG | Agents
Deep Learning
🔥 Complete Embedding Models Tutorial for Beginners | Explained in Tamil | NLP & GenAI | RAG | Agents
AI with Akash Beginner 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 Interview Questions and Answers | Complete DL Interview Prep Guide
Deep Learning ⚡ AI Lesson
Deep Learning Interview Questions and Answers | Complete DL Interview Prep Guide
Analytics Vidhya Beginner 3mo ago
How Neural Networks Work? | AI Basics in Tamil
Deep Learning
How Neural Networks Work? | AI Basics in Tamil
Arivi by HCL GUVI Beginner 3mo ago
Positional Encoding Explained - Sin, Cos, Encoding, Transformer - Advantages | Variants
Deep Learning
Positional Encoding Explained - Sin, Cos, Encoding, Transformer - Advantages | Variants
Switch 2 AI Beginner 3mo ago
Transformer Architecture in 20 Minutes End to End Explained
Deep Learning
Transformer Architecture in 20 Minutes End to End Explained
Switch 2 AI Beginner 3mo ago
Where is Deep Learning Used? 🤖
Deep Learning
Where is Deep Learning Used? 🤖
Arivi by HCL GUVI Beginner 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
Build an AI Image Caption Generator (Python + Vision AI)#AI #ComputerVision #Python
Deep Learning
Build an AI Image Caption Generator (Python + Vision AI)#AI #ComputerVision #Python
CodeVisium Intermediate 3mo ago
I Built a basic starting Mixture-of-Experts AI Coding Assistant from Scratch in Go
Deep Learning
I Built a basic starting Mixture-of-Experts AI Coding Assistant from Scratch in Go
zach endrulat Beginner 4mo ago
Activation Functions Explained Visually — Sigmoid, ReLU, GELU & More
Deep Learning
Activation Functions Explained Visually — Sigmoid, ReLU, GELU & More
Zariga Tongy Beginner 4mo ago
RNNs & LSTMs — How AI Remembers Sequences | Visual ML
Deep Learning
RNNs & LSTMs — How AI Remembers Sequences | Visual ML
Zariga Tongy Beginner 4mo ago
Build a PyTorch ReLU Kernel with Hugging Face Kernels (CPU + Metal)
Deep Learning ⚡ AI Lesson
Build a PyTorch ReLU Kernel with Hugging Face Kernels (CPU + Metal)
Hugging Face Intermediate 4mo ago
Generative AI Architect Roadmap 2026 | How to become Generative AI Architect ? #shorts #simplilearn
Deep Learning
Generative AI Architect Roadmap 2026 | How to become Generative AI Architect ? #shorts #simplilearn
Simplilearn Intermediate 4mo ago
BIG Mistake in Adam | Adam vs AdamW
Deep Learning ⚡ AI Lesson
BIG Mistake in Adam | Adam vs AdamW
Build AI with Sandeep Beginner 4mo ago
Keras 3 Distributed Training: Scaling Models with JAX using DataParallel, and ModelParallel
Deep Learning
Keras 3 Distributed Training: Scaling Models with JAX using DataParallel, and ModelParallel
Google for Developers Beginner 4mo ago
AI Vision using a Tensorflow
Deep Learning
AI Vision using a Tensorflow
Zee Intermediate 4mo ago
recurrent neural networks (rnn) - explained #maths #dataanlysis #datascience #machinelearning
Deep Learning
recurrent neural networks (rnn) - explained #maths #dataanlysis #datascience #machinelearning
DataMListic Beginner 4mo ago
Why Netflix Won: Warner Bros-Paramount Deal
Deep Learning
Why Netflix Won: Warner Bros-Paramount Deal
The Information Intermediate 4mo ago
Generative Adversarial Networks (GANs) Specialization
Deep Learning ⚡ AI Lesson
Generative Adversarial Networks (GANs) Specialization
DeepLearning.AI Beginner 4mo ago
What are Neural Nework AutoEncoders ?
Deep Learning ⚡ AI Lesson
What are Neural Nework AutoEncoders ?
New Machina Beginner 4mo ago
# GAN for Image creation
Deep Learning
# GAN for Image creation
AI with VASANTHI Intermediate 4mo ago
3 Generative Models Explained in Azure
Deep Learning
3 Generative Models Explained in Azure
Coursera Beginner 4mo ago
Inception Network (GoogleNet) Explained
Deep Learning
Inception Network (GoogleNet) Explained
ByteQuest Beginner 4mo ago
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
Deep Learning vs Machine Learning 🤖
Deep Learning
Deep Learning vs Machine Learning 🤖
Arivi by HCL GUVI Beginner 3mo ago
Deep Learning Tutorial for Beginners 🔥 | Build Your First AI Model from Scratch (Full Guide)😱
Deep Learning
Deep Learning Tutorial for Beginners 🔥 | Build Your First AI Model from Scratch (Full Guide)😱
Arivi by HCL GUVI Beginner 3mo ago
Artificial Intelligence Full Course 2026 | AI Course From Scratch | Intellipaat
Deep Learning
Artificial Intelligence Full Course 2026 | AI Course From Scratch | Intellipaat
Intellipaat Beginner 3mo ago
Artificial Intelligence Full Course | Free AI Course 2026 | Intellipaat
Deep Learning
Artificial Intelligence Full Course | Free AI Course 2026 | Intellipaat
Intellipaat Beginner 3mo ago
Deep Learning Full Course - Learn Deep Learning - 10 Hours [2026] | Deep Learning Tutorial | Edureka
Deep Learning
Deep Learning Full Course - Learn Deep Learning - 10 Hours [2026] | Deep Learning Tutorial | Edureka
edureka! Beginner 4mo ago
Part 4 - NLP | DL  Industry Level Project -  Inference Pipeline | Deployment Setup
Deep Learning
Part 4 - NLP | DL Industry Level Project - Inference Pipeline | Deployment Setup
Switch 2 AI Intermediate 4mo ago
Industry NLP | DL Project Part 3 Handling Imbalanced Data LSTM Training and Model Saving
Deep Learning
Industry NLP | DL Project Part 3 Handling Imbalanced Data LSTM Training and Model Saving
Switch 2 AI Intermediate 4mo 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 4mo ago
Generative AI Course Full course -10 hours [2026] | Gen AI Tutorial for Beginners | Edureka Live
Deep Learning ⚡ AI Lesson
Generative AI Course Full course -10 hours [2026] | Gen AI Tutorial for Beginners | Edureka Live
edureka! Beginner 4mo ago
📚 Continue on Coursera External links · Free to audit
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Deep Learning: Advanced Backbones and Efficient GPU Training
📚 External: Coursera ↗
Self-paced
Deep Learning: Advanced Backbones and Efficient GPU Training
Opens on Coursera ↗
Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano
📚 External: Coursera ↗
Self-paced
Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano
Opens on Coursera ↗
Modern Deep Learning Foundations
📚 External: Coursera ↗
Self-paced
Modern Deep Learning Foundations
Opens on Coursera ↗
Data Analytics and Machine Learning for Big Data
📚 External: Coursera ↗
Self-paced
Data Analytics and Machine Learning for Big Data
Opens on Coursera ↗
High Voltage Schottky and p-n Diodes
📚 External: Coursera ↗
Self-paced
High Voltage Schottky and p-n Diodes
Opens on Coursera ↗
Deep Learning RNN & LSTM: Stock Price Prediction
📚 External: Coursera ↗
Self-paced
Deep Learning RNN & LSTM: Stock Price Prediction
Opens on Coursera ↗