Foundations

ML Fundamentals

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

9841
videos
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
Applied Calculus with Python
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Applied Calculus with Python
Coursera Intermediate Opens on Coursera ↗
Deep Learning and Reinforcement Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Deep Learning and Reinforcement Learning
Coursera Advanced Opens on Coursera ↗
Introduction to Creative AI
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Introduction to Creative AI
Coursera Beginner Opens on Coursera ↗
RNN Architecture and Sentiment Classification
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
RNN Architecture and Sentiment Classification
Coursera Intermediate Opens on Coursera ↗
Predicting Extreme Climate Behavior with Machine Learning
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Predicting Extreme Climate Behavior with Machine Learning
Coursera Intermediate Opens on Coursera ↗
Statistical Learning for Engineering Part 2
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Statistical Learning for Engineering Part 2
Coursera Intermediate Opens on Coursera ↗
TensorFlow: Build & Deploy Face Mask Detection
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
TensorFlow: Build & Deploy Face Mask Detection
Coursera Intermediate Opens on Coursera ↗
Differential Equations Part II Series Solutions
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Differential Equations Part II Series Solutions
Coursera Intermediate Opens on Coursera ↗
H2O Driverless AI Starter Course
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
H2O Driverless AI Starter Course
Coursera Advanced Opens on Coursera ↗
Mathematics for Machine Learning: Multivariate Calculus
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Mathematics for Machine Learning: Multivariate Calculus
Coursera Beginner Opens on Coursera ↗
Responsible Innovation and Trustworthy AI
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Responsible Innovation and Trustworthy AI
Coursera Beginner Opens on Coursera ↗
Introduction to AI and Machine Learning on GC - Español
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Introduction to AI and Machine Learning on GC - Español
Coursera Beginner Opens on Coursera ↗
Deploy and Scale AI Models with Cloud Run
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Deploy and Scale AI Models with Cloud Run
Coursera Beginner Opens on Coursera ↗
Face Recognition with Keras: Detect & Classify
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Face Recognition with Keras: Detect & Classify
Coursera Intermediate Opens on Coursera ↗
Calculus through Data & Modeling: Differentiation Rules
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Calculus through Data & Modeling: Differentiation Rules
Coursera Intermediate Opens on Coursera ↗
Digital Signal Processing 3: Analog vs Digital
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Digital Signal Processing 3: Analog vs Digital
Coursera Intermediate Opens on Coursera ↗
Discrete Math for Computer Science - Counting & Probability
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Discrete Math for Computer Science - Counting & Probability
Coursera Intermediate Opens on Coursera ↗
Machine/Deep Learning for Mining Quality Prediction-Enhanced
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Machine/Deep Learning for Mining Quality Prediction-Enhanced
Coursera Intermediate Opens on Coursera ↗
Natural Language Processing with Probabilistic Models
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Natural Language Processing with Probabilistic Models
Coursera Advanced Opens on Coursera ↗
Deploy and Optimize Cloud AI Architectures
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Deploy and Optimize Cloud AI Architectures
Coursera Advanced Opens on Coursera ↗
Menggunakan BigQuery Machine Learning untuk Inferensi
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Menggunakan BigQuery Machine Learning untuk Inferensi
Coursera Beginner Opens on Coursera ↗
Practical Machine Learning without Coding
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Practical Machine Learning without Coding
Coursera Beginner Opens on Coursera ↗
Machine Learning Algorithms
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Machine Learning Algorithms
Coursera Beginner Opens on Coursera ↗
Structuring Machine Learning Projects
📚 Coursera Course ↗
Self-paced
📐 ML Fundamentals
Structuring Machine Learning Projects
Coursera Intermediate Opens on Coursera ↗