Foundations

Deep Learning

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

2,917
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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
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
Diffusion model (DDPM) PART 1 - theory and intuition
Deep Learning
Diffusion model (DDPM) PART 1 - theory and intuition
Vizuara Beginner 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
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
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
Self-Supervised Vision — Contrastive & Masked Learning | ML Math
Deep Learning
Self-Supervised Vision — Contrastive & Masked Learning | ML Math
Zariga Tongy Beginner 3mo ago
Autoencoder from scratch in 60 minutes | Intuition + coding
Deep Learning
Autoencoder from scratch in 60 minutes | Intuition + coding
Vizuara 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
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
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
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
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
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
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
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
recurrent neural networks (rnn) - explained #maths #dataanlysis #datascience #machinelearning
Deep Learning
recurrent neural networks (rnn) - explained #maths #dataanlysis #datascience #machinelearning
DataMListic Beginner 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
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
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
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
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
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
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 4mo ago
Artificial Intelligence Full Course | Free AI Course 2026 | Intellipaat
Deep Learning
Artificial Intelligence Full Course | Free AI Course 2026 | Intellipaat
Intellipaat 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
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
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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Feature Engineering
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Self-paced
Feature Engineering
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Foundations of Deep Learning and Neural Networks
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Self-paced
Foundations of Deep Learning and Neural Networks
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Applied Natural Language Processing in Engineering Part 2
📚 External: Coursera ↗
Self-paced
Applied Natural Language Processing in Engineering Part 2
Opens on Coursera ↗
Create Machine Learning Models in Microsoft Azure
📚 External: Coursera ↗
Self-paced
Create Machine Learning Models in Microsoft Azure
Opens on Coursera ↗
Prepare for DP-100: Data Science on Microsoft Azure Exam
📚 External: Coursera ↗
Self-paced
Prepare for DP-100: Data Science on Microsoft Azure Exam
Opens on Coursera ↗
Introduction to Long Short Term Memory (LSTM) Training
📚 External: Coursera ↗
Self-paced
Introduction to Long Short Term Memory (LSTM) Training
Opens on Coursera ↗