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
The Poisson Distribution
ML Fundamentals
The Poisson Distribution
ritvikmath Intermediate 11y ago
Distributions - Intro
ML Fundamentals
Distributions - Intro
ritvikmath Beginner 11y ago
Capitalism and the Dutch East India Company: Crash Course World History 229
ML Fundamentals
Capitalism and the Dutch East India Company: Crash Course World History 229
CrashCourse Beginner 11y ago
Becca chases a ball, part 3
ML Fundamentals
Becca chases a ball, part 3
Brandon Rohrer Beginner 11y ago
Euler's Formula Poem
ML Fundamentals
Euler's Formula Poem
3Blue1Brown Intermediate 11y ago
e to the pi i, a nontraditional take (old version)
ML Fundamentals
e to the pi i, a nontraditional take (old version)
3Blue1Brown Beginner 11y ago
Programming Fibonacci on a breadboard computer
ML Fundamentals
Programming Fibonacci on a breadboard computer
Ben Eater Beginner 11y ago
Programming my 8-bit breadboard computer
ML Fundamentals
Programming my 8-bit breadboard computer
Ben Eater Beginner 11y ago
Unsupervised Machine Learning - Hierarchical Clustering with Mean Shift Scikit-learn and Python
ML Fundamentals
Unsupervised Machine Learning - Hierarchical Clustering with Mean Shift Scikit-learn and Python
sentdex Beginner 11y ago
Unsupervised Machine Learning - Flat Clustering with KMeans with Scikit-learn and Python
ML Fundamentals
Unsupervised Machine Learning - Flat Clustering with KMeans with Scikit-learn and Python
sentdex Beginner 11y ago
Turing's Enigma Problem (Part 1) - Computerphile
ML Fundamentals
Turing's Enigma Problem (Part 1) - Computerphile
Computerphile Intermediate 11y ago
President Obama supports free Coursera Verified Certificates to teachers
ML Fundamentals
President Obama supports free Coursera Verified Certificates to teachers
Coursera Beginner 11y ago
Data Analysis in R by Dustin Tran
ML Fundamentals
Data Analysis in R by Dustin Tran
CS50 Beginner 11y ago
The Evolutionary Epic: Crash Course Big History #5
ML Fundamentals
The Evolutionary Epic: Crash Course Big History #5
CrashCourse Beginner 11y ago
Shellshock Code & the Bash Bug - Computerphile
ML Fundamentals
Shellshock Code & the Bash Bug - Computerphile
Computerphile Intermediate 11y ago
BECCA chases a ball
ML Fundamentals
BECCA chases a ball
Brandon Rohrer Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 26
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 26
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 25
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 25
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 24
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 24
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 23
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 23
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 22
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 22
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 21
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 21
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 20
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 20
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 19
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 19
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 18
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 18
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 17
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 17
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 16
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 16
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 15
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 15
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 14
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 14
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 13
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 13
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 12
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 12
sentdex Beginner 11y ago
Scikit Learn Linear SVC Example Machine Learning Tutorial with Python p. 11
ML Fundamentals
Scikit Learn Linear SVC Example Machine Learning Tutorial with Python p. 11
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 10
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 10
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial with Python p. 9
ML Fundamentals
Scikit Learn Machine Learning Tutorial with Python p. 9
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial with Python p. 8
ML Fundamentals
Scikit Learn Machine Learning Tutorial with Python p. 8
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial with Python p. 7
ML Fundamentals
Scikit Learn Machine Learning Tutorial with Python p. 7
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 6
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 6
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 5
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 5
sentdex Beginner 11y ago
Scikit Learn Machine Learning  for investing Tutorial with Python p. 4
ML Fundamentals
Scikit Learn Machine Learning for investing Tutorial with Python p. 4
sentdex Beginner 11y ago
Scikit Learn Machine Learning Tutorial for investing with Python p. 3
ML Fundamentals
Scikit Learn Machine Learning Tutorial for investing with Python p. 3
sentdex Beginner 11y ago
Scikit Learn Machine Learning SVM Tutorial with Python p. 2 -  Example
ML Fundamentals
Scikit Learn Machine Learning SVM Tutorial with Python p. 2 - Example
sentdex Beginner 11y ago
Python  Machine learning with SKLearn Tutorial for Investing - Intro
ML Fundamentals
Python Machine learning with SKLearn Tutorial for Investing - Intro
sentdex Beginner 11y ago
Subscribe For Tons of Python Programming videos and tutorials!
ML Fundamentals
Subscribe For Tons of Python Programming videos and tutorials!
sentdex Beginner 11y ago
Blogging Guitar - Computerphile
ML Fundamentals
Blogging Guitar - Computerphile
Computerphile Intermediate 11y ago
Piracy, Pictures and Metadata - Computerphile
ML Fundamentals
Piracy, Pictures and Metadata - Computerphile
Computerphile Intermediate 11y ago
Rabbits, Faces & Hyperspaces - Computerphile
ML Fundamentals
Rabbits, Faces & Hyperspaces - Computerphile
Computerphile Beginner 11y ago
Hill Climbing Algorithm & Artificial Intelligence - Computerphile
ML Fundamentals
Hill Climbing Algorithm & Artificial Intelligence - Computerphile
Computerphile Intermediate 11y ago
Drought and Famine: Crash Course World History #208
ML Fundamentals
Drought and Famine: Crash Course World History #208
CrashCourse Beginner 11y ago
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