Foundations

ML Fundamentals

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

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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
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The Renaissance: Was it a Thing? - Crash Course World History #22
ML Fundamentals
The Renaissance: Was it a Thing? - Crash Course World History #22
CrashCourse Beginner 13y ago
Comparative Anatomy: What Makes Us Animals - Crash Course Biology #21
ML Fundamentals
Comparative Anatomy: What Makes Us Animals - Crash Course Biology #21
CrashCourse Beginner 13y ago
Spinning Disk Trick Solution
ML Fundamentals ⚡ AI Lesson
Spinning Disk Trick Solution
Veritasium Beginner 13y ago
Venice and the Ottoman Empire: Crash Course World History #19
ML Fundamentals
Venice and the Ottoman Empire: Crash Course World History #19
CrashCourse Beginner 13y ago
Population Genetics: When Darwin Met Mendel - Crash Course Biology #18
ML Fundamentals
Population Genetics: When Darwin Met Mendel - Crash Course Biology #18
CrashCourse Beginner 13y ago
Int'l Commerce, Snorkeling Camels, and The Indian Ocean Trade: Crash Course World History #18
ML Fundamentals
Int'l Commerce, Snorkeling Camels, and The Indian Ocean Trade: Crash Course World History #18
CrashCourse Beginner 13y ago
Evolutionary Development: Chicken Teeth - Crash Course Biology #17
ML Fundamentals
Evolutionary Development: Chicken Teeth - Crash Course Biology #17
CrashCourse Beginner 14y ago
CrashCourse Biology Outtakes with Hank Green
ML Fundamentals
CrashCourse Biology Outtakes with Hank Green
CrashCourse Beginner 14y ago
Wait For It...The Mongols!: Crash Course World History #17
ML Fundamentals
Wait For It...The Mongols!: Crash Course World History #17
CrashCourse Beginner 14y ago
Animal Development: We're Just Tubes - Crash Course Biology #16
ML Fundamentals
Animal Development: We're Just Tubes - Crash Course Biology #16
CrashCourse Beginner 14y ago
Hanging Out at Crash Course HQ
ML Fundamentals
Hanging Out at Crash Course HQ
CrashCourse Beginner 14y ago
Crash Course World History Outtakes
ML Fundamentals
Crash Course World History Outtakes
CrashCourse Beginner 14y ago
Speciation: Of Ligers & Men - Crash Course Biology #15
ML Fundamentals
Speciation: Of Ligers & Men - Crash Course Biology #15
CrashCourse Beginner 14y ago
The Crusades - Pilgrimage or Holy War?: Crash Course World History #15
ML Fundamentals
The Crusades - Pilgrimage or Holy War?: Crash Course World History #15
CrashCourse Beginner 14y ago
The Dark Ages...How Dark Were They, Really?: Crash Course World History #14
ML Fundamentals
The Dark Ages...How Dark Were They, Really?: Crash Course World History #14
CrashCourse Beginner 14y ago
Meiosis: Where the Sex Starts - Crash Course Biology #13
ML Fundamentals
Meiosis: Where the Sex Starts - Crash Course Biology #13
CrashCourse Beginner 14y ago
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