Foundations

ML Fundamentals

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

6063
videos
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Calculus through Data & Modeling: Limits & Derivatives
📐 ML Fundamentals
Calculus through Data & Modeling: Limits & Derivatives
Coursera Beginner 2m ago
Machine Learning Operations (MLOps): Getting Started - Français
📐 ML Fundamentals
Machine Learning Operations (MLOps): Getting Started - Français
Coursera Beginner 2m ago
Excel: Apply & Evaluate Unsupervised Clustering
📐 ML Fundamentals
Excel: Apply & Evaluate Unsupervised Clustering
Coursera Beginner 2m ago
Le Derivate: come si calcolano
📐 ML Fundamentals
Le Derivate: come si calcolano
Coursera Beginner 2m ago
Advancing Your Career in AI and Machine Learning Engineering
📐 ML Fundamentals
Advancing Your Career in AI and Machine Learning Engineering
Coursera Beginner 2m ago
Deep Learning: Del Concepto a la Práctica
📐 ML Fundamentals
Deep Learning: Del Concepto a la Práctica
Coursera Beginner 2m ago
Oracle Cloud Infrastructure AI Foundations
📐 ML Fundamentals
Oracle Cloud Infrastructure AI Foundations
Coursera Beginner 2m ago
Infraestrutura de IA: Cloud TPUs
📐 ML Fundamentals
Infraestrutura de IA: Cloud TPUs
Coursera Beginner 2m ago
Apache Spark with Scala – Hands-On with Big Data!
📐 ML Fundamentals
Apache Spark with Scala – Hands-On with Big Data!
Coursera Beginner 2m ago
A Crash Course in Data Science
📐 ML Fundamentals
A Crash Course in Data Science
Coursera Beginner 2m ago
IA Para Todos (Português)
📐 ML Fundamentals
IA Para Todos (Português)
Coursera Beginner 2m ago
Artificial Intelligence on Microsoft Azure
📐 ML Fundamentals
Artificial Intelligence on Microsoft Azure
Coursera Beginner 2m ago
Neural Networks and Random Forests
📐 ML Fundamentals
Neural Networks and Random Forests
Coursera Beginner 2m ago
Learning TensorFlow: the Hello World of Machine Learning
📐 ML Fundamentals
Learning TensorFlow: the Hello World of Machine Learning
Coursera Beginner 2m ago
Generative Deep Learning with TensorFlow
📐 ML Fundamentals
Generative Deep Learning with TensorFlow
Coursera Beginner 2m ago
Machine Learning: Concepts and Applications
📐 ML Fundamentals
Machine Learning: Concepts and Applications
Coursera Beginner 2m ago
Foundations of AI Engineering
📐 ML Fundamentals
Foundations of AI Engineering
Coursera Beginner 2m ago
Mathematical Thinking in Computer Science
📐 ML Fundamentals
Mathematical Thinking in Computer Science
Coursera Beginner 2m ago
Introduction to RNN and DNN
📐 ML Fundamentals
Introduction to RNN and DNN
Coursera Beginner 2m ago
R Programming: Data Analysis and Modeling
📐 ML Fundamentals
R Programming: Data Analysis and Modeling
Coursera Beginner 2m ago
Physics 101 - Energy and Momentum
📐 ML Fundamentals
Physics 101 - Energy and Momentum
Coursera Beginner 2m ago
Working with Notebooks in Vertex AI
📐 ML Fundamentals
Working with Notebooks in Vertex AI
Coursera Beginner 2m ago
Data Science in Stratified Healthcare and Precision Medicine
📐 ML Fundamentals
Data Science in Stratified Healthcare and Precision Medicine
Coursera Beginner 2m ago
AI for Knowledge Workers
📐 ML Fundamentals
AI for Knowledge Workers
Coursera Beginner 2m ago