Foundations

ML Fundamentals

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

11,118
lessons
Skills in this topic
View full skill map →
ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Videos 10,584 Reads 534
Level: All Beginner Intermediate Advanced
Any Length Short (<5m) Medium (5-20m) Long (>20m)
Newest Popular Oldest
📐

No video lessons yet for ML Fundamentals

Content is imported every 6 hours. Check back soon!