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
Microeconomics  with Richard McKenzie
ML Fundamentals
Microeconomics with Richard McKenzie
Coursera Beginner 13y ago
Discrete Optimization with Professor Pascal Van Hentenryck
ML Fundamentals
Discrete Optimization with Professor Pascal Van Hentenryck
Coursera Beginner 13y ago
Great Glands - Your Endocrine System: CrashCourse Biology #33
ML Fundamentals
Great Glands - Your Endocrine System: CrashCourse Biology #33
CrashCourse Beginner 13y ago
Capitalism and Socialism: Crash Course World History #33
ML Fundamentals
Capitalism and Socialism: Crash Course World History #33
CrashCourse Beginner 13y ago
How Can Trees Be Taller Than 10m?
ML Fundamentals
How Can Trees Be Taller Than 10m?
Veritasium Beginner 13y ago
Spinning Disk Trick Solution
ML Fundamentals ⚡ AI Lesson
Spinning Disk Trick Solution
Veritasium Beginner 13y ago
Leading Strategic Innovation and Creativity in Organizations with David A. Owens, PhD
ML Fundamentals
Leading Strategic Innovation and Creativity in Organizations with David A. Owens, PhD
Coursera Beginner 13y ago
Science from Superheroes to Global Warming with Michael Dennin
ML Fundamentals
Science from Superheroes to Global Warming with Michael Dennin
Coursera Beginner 13y ago
Introduction to Digital Sound Design with Steve Everett by Emory University
ML Fundamentals
Introduction to Digital Sound Design with Steve Everett by Emory University
Coursera Beginner 13y ago
Contraception: Choices, Culture and Consequences with Jerusalem Makonnen
ML Fundamentals
Contraception: Choices, Culture and Consequences with Jerusalem Makonnen
Coursera Beginner 13y ago
Your Immune System: Natural Born Killer - Crash Course Biology #32
ML Fundamentals
Your Immune System: Natural Born Killer - Crash Course Biology #32
CrashCourse Beginner 13y ago
Nutrition for Health Promotion and Disease Prevention with Katie Clark
ML Fundamentals
Nutrition for Health Promotion and Disease Prevention with Katie Clark
Coursera Beginner 13y ago
Contraception: Choices, Culture and Consequences with Jerusalem Makonnen
ML Fundamentals
Contraception: Choices, Culture and Consequences with Jerusalem Makonnen
Coursera Beginner 13y ago
Coursera Meetup BBQ
ML Fundamentals
Coursera Meetup BBQ
Coursera Beginner 13y ago
The Excretory System: From Your Heart to the Toilet -  CrashCourse Biology #29
ML Fundamentals
The Excretory System: From Your Heart to the Toilet - CrashCourse Biology #29
CrashCourse Beginner 13y ago
Equine Nutrition with Jo-Anne Murray
ML Fundamentals
Equine Nutrition with Jo-Anne Murray
Coursera Beginner 13y ago
E-learning and Digital Cultures
ML Fundamentals
E-learning and Digital Cultures
Coursera Beginner 13y ago
Introduction to the U.S. Food System: Perspectives from Public Health by John Hopkins University
ML Fundamentals
Introduction to the U.S. Food System: Perspectives from Public Health by John Hopkins University
Coursera Beginner 13y ago
Principles of Obesity Economics with Professor Kevin Frick
ML Fundamentals
Principles of Obesity Economics with Professor Kevin Frick
Coursera Beginner 13y ago
Chordates - CrashCourse Biology #24
ML Fundamentals
Chordates - CrashCourse Biology #24
CrashCourse Beginner 13y ago
The Atlantic Slave Trade: Crash Course World History #24
ML Fundamentals
The Atlantic Slave Trade: Crash Course World History #24
CrashCourse Beginner 13y ago
The Columbian Exchange: Crash Course World History #23
ML Fundamentals
The Columbian Exchange: Crash Course World History #23
CrashCourse Beginner 13y ago
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
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 13y ago
CrashCourse Biology Outtakes with Hank Green
ML Fundamentals
CrashCourse Biology Outtakes with Hank Green
CrashCourse Beginner 13y 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 13y 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 13y ago
Hanging Out at Crash Course HQ
ML Fundamentals
Hanging Out at Crash Course HQ
CrashCourse Beginner 13y ago
Crash Course World History Outtakes
ML Fundamentals
Crash Course World History Outtakes
CrashCourse Beginner 13y ago
Speciation: Of Ligers & Men - Crash Course Biology #15
ML Fundamentals
Speciation: Of Ligers & Men - Crash Course Biology #15
CrashCourse Beginner 13y 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 13y 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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