Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

690
lessons
Autoencoders, VAE, VQ-VAE - Explained!
ML Fundamentals
Autoencoders, VAE, VQ-VAE - Explained!
CodeEmporium Advanced 18h ago
Cohere Transcribe AI Model That Runs on Your Laptop — No API, No GPU
ML Fundamentals
Cohere Transcribe AI Model That Runs on Your Laptop — No API, No GPU
AI Anytime Advanced 6d ago
Performance Optimization and Software/Hardware Co-design across PyTorch, CUDA, and NVIDIA GPUs
ML Fundamentals
Performance Optimization and Software/Hardware Co-design across PyTorch, CUDA, and NVIDIA GPUs
MLOps.community Advanced 2w ago
The Math That Kills Trillion-Parameter AI Models
ML Fundamentals
The Math That Kills Trillion-Parameter AI Models
Code 4 AI Advanced 2w ago
Neural Networks as Cellular Sheaves: Bidirectional Flow and the Sheaf Laplacian.
ML Fundamentals
Neural Networks as Cellular Sheaves: Bidirectional Flow and the Sheaf Laplacian.
AI Podcast Series. Byte Goose AI. Advanced 2w ago
Knowledge Distillation in Neural Networks - Explained!
ML Fundamentals
Knowledge Distillation in Neural Networks - Explained!
CodeEmporium Advanced 3w ago
Lecture 11: Auto Regressive Models (ARM) Code: Pre training and Inference
ML Fundamentals
Lecture 11: Auto Regressive Models (ARM) Code: Pre training and Inference
Vizuara Advanced 3w ago
Customers share what AWS partnership means over 20 years | Amazon Web Services
ML Fundamentals
Customers share what AWS partnership means over 20 years | Amazon Web Services
Amazon Web Services Advanced 3w ago
TCS NQT 2026 | Programming 13 | Number Theory 05 | TCS NQT Preparation
ML Fundamentals
TCS NQT 2026 | Programming 13 | Number Theory 05 | TCS NQT Preparation
GeeksforGeeks Advanced 4w ago
TCS NQT 2026 | Programming 10 | Number Theory 02 | TCS NQT Preparation
ML Fundamentals
TCS NQT 2026 | Programming 10 | Number Theory 02 | TCS NQT Preparation
GeeksforGeeks Advanced 1mo ago
How AI Models Are Actually Trained (Step-by-Step)
ML Fundamentals
How AI Models Are Actually Trained (Step-by-Step)
GenAI Geek Advanced 1mo ago
Oxford Advanced Management and Leadership programme: Theresa Lynn (2)
ML Fundamentals
Oxford Advanced Management and Leadership programme: Theresa Lynn (2)
Saïd Business School, University of Oxford Advanced 1mo ago
Oxford Advanced Management and Leadership programme: Theresa Lynn (1)
ML Fundamentals
Oxford Advanced Management and Leadership programme: Theresa Lynn (1)
Saïd Business School, University of Oxford Advanced 1mo ago
11 Must-Know AI Benchmarks That Measure True Model Performance 🚀
ML Fundamentals
11 Must-Know AI Benchmarks That Measure True Model Performance 🚀
Analytics Vidhya Advanced 1mo ago
You Can't Feel Wet
ML Fundamentals
You Can't Feel Wet
Veritasium Advanced 1mo ago
If AI doesn’t think… why does it feel intelligent? 🤯
ML Fundamentals
If AI doesn’t think… why does it feel intelligent? 🤯
AI Explained Simply Advanced 1mo ago
Akshar by Sarvam: AI-Powered Document Intelligence for Accurate Proofreading
ML Fundamentals
Akshar by Sarvam: AI-Powered Document Intelligence for Accurate Proofreading
Analytics Vidhya Advanced 1mo ago
Collective Altruism in Recommender Systems
ML Fundamentals
Collective Altruism in Recommender Systems
Data Skeptic Advanced 1mo ago
🔬Max Welling: Materials Underlie Everything
ML Fundamentals
🔬Max Welling: Materials Underlie Everything
Latent Space Advanced 1mo ago
How Hawk Revolutionizes Financial Crime Detection with Explainable AI | Amazon Web Services
ML Fundamentals
How Hawk Revolutionizes Financial Crime Detection with Explainable AI | Amazon Web Services
Amazon Web Services Advanced 1mo ago
OPTIMIZERS EXPLAINED
ML Fundamentals
OPTIMIZERS EXPLAINED
Build AI with Sandeep Advanced 1mo ago
W&B Models: Media Tracking and Sync
ML Fundamentals
W&B Models: Media Tracking and Sync
Weights & Biases Advanced 1mo ago
Lec 23. Metrized Deep Learning
ML Fundamentals
Lec 23. Metrized Deep Learning
MIT OpenCourseWare Advanced 1mo ago
RGB vs Grayscale – What’s the Difference?
ML Fundamentals
RGB vs Grayscale – What’s the Difference?
Kritovia Advanced 1mo ago
What is Neural Network BackPropagation ?
ML Fundamentals
What is Neural Network BackPropagation ?
New Machina Advanced 2mo ago
Industry Ready Projects-Induction Session
ML Fundamentals
Industry Ready Projects-Induction Session
Krish Naik Advanced 2mo ago
State of AI - Part 4
ML Fundamentals
State of AI - Part 4
West Coast Machine Learning Advanced 2mo ago
Rick Rashid & Founding Microsoft Research
ML Fundamentals
Rick Rashid & Founding Microsoft Research
Microsoft Research Advanced 2mo ago
Thinking of becoming an AI engineer?
ML Fundamentals
Thinking of becoming an AI engineer?
codebasics Advanced 2mo ago
Special discussion session: the present and future of generative AI
ML Fundamentals
Special discussion session: the present and future of generative AI
Weights & Biases Advanced 2mo ago
State of AI - Part 3
ML Fundamentals
State of AI - Part 3
West Coast Machine Learning Advanced 2mo ago
3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch
ML Fundamentals
3: Deep Learning for Computer Vision – Building Convolutional Neural Networks from Scratch
MIT OpenCourseWare Advanced 2mo ago
TCS NQT 2026 | Programming 09 | Number Theory 01 | TCS NQT Preparation
ML Fundamentals
TCS NQT 2026 | Programming 09 | Number Theory 01 | TCS NQT Preparation
GeeksforGeeks Advanced 1mo ago
Oxford Advanced Management and Leadership programme: Sally Bonnywell (2)
ML Fundamentals
Oxford Advanced Management and Leadership programme: Sally Bonnywell (2)
Saïd Business School, University of Oxford Advanced 1mo ago
Oxford Advanced Management and Leadership programme: Sally Bonnywell (1)
ML Fundamentals
Oxford Advanced Management and Leadership programme: Sally Bonnywell (1)
Saïd Business School, University of Oxford Advanced 1mo ago
Webinar: OAMLP Alumni in Action
ML Fundamentals
Webinar: OAMLP Alumni in Action
Saïd Business School, University of Oxford Advanced 1mo ago
Oxford Advanced Management and Leadership programme: Nebehat Albayrak
ML Fundamentals
Oxford Advanced Management and Leadership programme: Nebehat Albayrak
Saïd Business School, University of Oxford Advanced 1mo ago
Oxford Advanced Management and Leadership programme: Kingsley Eze
ML Fundamentals
Oxford Advanced Management and Leadership programme: Kingsley Eze
Saïd Business School, University of Oxford Advanced 1mo ago
Oxford Advanced Management and Leadership programme: Athol Williams (1)
ML Fundamentals
Oxford Advanced Management and Leadership programme: Athol Williams (1)
Saïd Business School, University of Oxford Advanced 1mo ago
Oxford Advanced Management and Leadership programme: Anna Jackson
ML Fundamentals
Oxford Advanced Management and Leadership programme: Anna Jackson
Saïd Business School, University of Oxford Advanced 1mo ago
Oxford Advanced Management and Leadership Programme: focus and delivery formats
ML Fundamentals
Oxford Advanced Management and Leadership Programme: focus and delivery formats
Saïd Business School, University of Oxford Advanced 1mo ago
CLIP - Explained!
ML Fundamentals
CLIP - Explained!
CodeEmporium Advanced 1mo ago
Going Deep: AWS + NFL Next Gen Stats | Ep. 4: Completion Probability | Amazon Web Services
ML Fundamentals
Going Deep: AWS + NFL Next Gen Stats | Ep. 4: Completion Probability | Amazon Web Services
Amazon Web Services Advanced 2mo ago
Going Deep: AWS + NFL Next Gen Stats | Ep. 3: From Snap to Stat | Amazon Web Services
ML Fundamentals
Going Deep: AWS + NFL Next Gen Stats | Ep. 3: From Snap to Stat | Amazon Web Services
Amazon Web Services Advanced 2mo ago
Going Deep: AWS + NFL Next Gen Stats | Ep. 1: How AWS Captures Every Play | Amazon Web Services
ML Fundamentals
Going Deep: AWS + NFL Next Gen Stats | Ep. 1: How AWS Captures Every Play | Amazon Web Services
Amazon Web Services Advanced 2mo ago
Swin transformer - Explained!
ML Fundamentals
Swin transformer - Explained!
CodeEmporium Advanced 2mo ago
AI in the Wild: How AWS AI Is Powering the NFL On and Off the Field | Amazon Web Services
ML Fundamentals
AI in the Wild: How AWS AI Is Powering the NFL On and Off the Field | Amazon Web Services
Amazon Web Services Advanced 2mo ago
DETR - Explained!
ML Fundamentals
DETR - Explained!
CodeEmporium Advanced 2mo ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Natural Language Processing in TensorFlow
📚 Coursera Course ↗
Self-paced
Natural Language Processing in TensorFlow
Opens on Coursera ↗
Foundations of Statistical Learning & Algorithms
📚 Coursera Course ↗
Self-paced
Foundations of Statistical Learning & Algorithms
Opens on Coursera ↗
Çok değişkenli Fonksiyon II: Uygulamalar / Multivariable Calculus II: Applications
📚 Coursera Course ↗
Self-paced
Çok değişkenli Fonksiyon II: Uygulamalar / Multivariable Calculus II: Applications
Opens on Coursera ↗
Deep Learning with PyTorch : Image Segmentation
📚 Coursera Course ↗
Self-paced
Deep Learning with PyTorch : Image Segmentation
Opens on Coursera ↗
Innovating with Google Cloud Artificial Intelligence - Français
📚 Coursera Course ↗
Self-paced
Innovating with Google Cloud Artificial Intelligence - Français
Opens on Coursera ↗
Introduction to Machine Learning with Python
📚 Coursera Course ↗
Self-paced
Introduction to Machine Learning with Python
Opens on Coursera ↗