Foundations

ML Fundamentals

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

9843
videos
Physics 101 - Rotational Motion and Gravitation
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Physics 101 - Rotational Motion and Gravitation
Coursera Beginner Opens on Coursera ↗
Using BigQuery Machine Learning for inference
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Using BigQuery Machine Learning for inference
Coursera Intermediate Opens on Coursera ↗
Deep Learning with PyTorch : Generative Adversarial Network
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Deep Learning with PyTorch : Generative Adversarial Network
Coursera Intermediate Opens on Coursera ↗
Logistic Regression with NumPy and Python
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Logistic Regression with NumPy and Python
Coursera Intermediate Opens on Coursera ↗
Introduction to Generative AI - Português Brasileiro
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Introduction to Generative AI - Português Brasileiro
Coursera Beginner Opens on Coursera ↗
Fundamentals of Machine Learning and Artificial Intelligence
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Fundamentals of Machine Learning and Artificial Intelligence
Coursera Beginner Opens on Coursera ↗
Data Science Fundamentals Part 2: Unit 3
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Data Science Fundamentals Part 2: Unit 3
Coursera Intermediate Opens on Coursera ↗
Matrix Methods
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Matrix Methods
Coursera Beginner Opens on Coursera ↗
Single Variable Calculus
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Single Variable Calculus
Coursera Beginner Opens on Coursera ↗
Attention Mechanism
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Attention Mechanism
Coursera Beginner Opens on Coursera ↗
Machine Learning Introduction for Everyone
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Machine Learning Introduction for Everyone
Coursera Intermediate Opens on Coursera ↗
Validate and Explain Your ML Models
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Validate and Explain Your ML Models
Coursera Intermediate Opens on Coursera ↗
Natural Language Processing with Classification and Vector Spaces
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Natural Language Processing with Classification and Vector Spaces
Coursera Advanced Opens on Coursera ↗
Introduction to Generative AI - Deutsch
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Introduction to Generative AI - Deutsch
Coursera Beginner Opens on Coursera ↗
Physics of Geometrical and Physical Optics
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Physics of Geometrical and Physical Optics
Coursera Beginner Opens on Coursera ↗
Unlocking AI and ML : Your Path to Smart Business Solutions
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Unlocking AI and ML : Your Path to Smart Business Solutions
Coursera Beginner Opens on Coursera ↗
IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
IoT (Internet of Things) Wireless & Cloud Computing Emerging Technologies
Coursera Beginner Opens on Coursera ↗
Algebra: Elementary to Advanced - Polynomials and Roots
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Algebra: Elementary to Advanced - Polynomials and Roots
Coursera Intermediate Opens on Coursera ↗
Logistic Regression with R: Build & Predict
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Logistic Regression with R: Build & Predict
Coursera Advanced Opens on Coursera ↗
Introduction to Image Generation - Italiano
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Introduction to Image Generation - Italiano
Coursera Beginner Opens on Coursera ↗
Model Thinking
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Model Thinking
Coursera Beginner Opens on Coursera ↗
 Unsupervised Machine Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Unsupervised Machine Learning
Coursera Beginner Opens on Coursera ↗
Infrastruktur AI: TPU Cloud
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Infrastruktur AI: TPU Cloud
Coursera Beginner Opens on Coursera ↗
Data Engineering & Pipeline Reliability for Machine Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Data Engineering & Pipeline Reliability for Machine Learning
Coursera Intermediate Opens on Coursera ↗