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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Introduction to Recommender Systems with Joseph A Konstan and Michael D Ekstrand
ML Fundamentals
Introduction to Recommender Systems with Joseph A Konstan and Michael D Ekstrand
Coursera Beginner 12y ago
Programming Handheld Systems with Android with Adam Porter
ML Fundamentals
Programming Handheld Systems with Android with Adam Porter
Coursera Beginner 12y ago
Punch Card Programming - Computerphile
ML Fundamentals
Punch Card Programming - Computerphile
Computerphile Intermediate 12y ago
Programming BASIC and Sorting - Computerphile
ML Fundamentals
Programming BASIC and Sorting - Computerphile
Computerphile Intermediate 12y ago
Baby robins in a nest
ML Fundamentals
Baby robins in a nest
Jeff Heaton Intermediate 12y ago
Expected Value and Variance of Discrete Random Variables (No Calculus)
ML Fundamentals
Expected Value and Variance of Discrete Random Variables (No Calculus)
ritvikmath Intermediate 12y ago
Expected Value and Variance of Continuous Random Variables (Calculus)
ML Fundamentals
Expected Value and Variance of Continuous Random Variables (Calculus)
ritvikmath Intermediate 12y ago
Your Mass is NOT From the Higgs Boson
ML Fundamentals
Your Mass is NOT From the Higgs Boson
Veritasium Intermediate 12y ago
The Music of the Beatles with John Covach by University of Rochester
ML Fundamentals
The Music of the Beatles with John Covach by University of Rochester
Coursera Beginner 12y ago
Genes and the Human Condition (From Behavior to Biotechnology)
ML Fundamentals
Genes and the Human Condition (From Behavior to Biotechnology)
Coursera Beginner 12y ago
Dino 101: Dinosaur Paleobiology with Philip John Currie and Betsy Kruk
ML Fundamentals
Dino 101: Dinosaur Paleobiology with Philip John Currie and Betsy Kruk
Coursera Beginner 12y ago
The Role of the Renminbi in the International Monetary System with Joseph Yam a
ML Fundamentals
The Role of the Renminbi in the International Monetary System with Joseph Yam a
Coursera Beginner 12y ago
The Role of the Renminbi in the International Monetary System with Joseph Yam a
ML Fundamentals
The Role of the Renminbi in the International Monetary System with Joseph Yam a
Coursera Beginner 12y ago
Error Detection and Flipping the Bits - Computerphile
ML Fundamentals
Error Detection and Flipping the Bits - Computerphile
Computerphile Intermediate 12y ago
Dino 101: Dinosaur Paleobiology with Philip John Currie
ML Fundamentals
Dino 101: Dinosaur Paleobiology with Philip John Currie
Coursera Beginner 12y ago
A Career in Video Games - Computerphile
ML Fundamentals
A Career in Video Games - Computerphile
Computerphile Intermediate 12y ago
An Introduction to Global Health by University of Copenhagen
ML Fundamentals
An Introduction to Global Health by University of Copenhagen
Coursera Beginner 12y ago
Fundamentals of Rehearsing Music Ensembles with Evan Feldman by the UNC Chapel Hill
ML Fundamentals
Fundamentals of Rehearsing Music Ensembles with Evan Feldman by the UNC Chapel Hill
Coursera Beginner 12y ago
Introduction to Classical Music with Kevin Korsyn by University of Michigan
ML Fundamentals
Introduction to Classical Music with Kevin Korsyn by University of Michigan
Coursera Beginner 12y ago
Coursera Dancing
ML Fundamentals
Coursera Dancing
Coursera Beginner 12y ago
Leith and his antics
ML Fundamentals
Leith and his antics
Coursera Beginner 12y ago
Getting Sorted & Big O Notation - Computerphile
ML Fundamentals
Getting Sorted & Big O Notation - Computerphile
Computerphile Intermediate 12y ago
The Hair Algorithm - Computerphile
ML Fundamentals
The Hair Algorithm - Computerphile
Computerphile Beginner 12y ago
Musical Floppy Drives - Computerphile
ML Fundamentals
Musical Floppy Drives - Computerphile
Computerphile Intermediate 12y ago
EXTRA BITS - Follow the Cookie Trail - Computerphile
ML Fundamentals
EXTRA BITS - Follow the Cookie Trail - Computerphile
Computerphile Intermediate 12y ago
Follow the Cookie Trail - Computerphile
ML Fundamentals
Follow the Cookie Trail - Computerphile
Computerphile Beginner 12y ago
Proving the Fundamental Theorem of Calculus Part 2
ML Fundamentals
Proving the Fundamental Theorem of Calculus Part 2
ritvikmath Intermediate 13y ago
Proving the Fundamental Theorem of Calculus Part 1
ML Fundamentals
Proving the Fundamental Theorem of Calculus Part 1
ritvikmath Intermediate 13y ago
Proving the Chain Rule
ML Fundamentals
Proving the Chain Rule
ritvikmath Intermediate 13y ago
The Euclidian Algorithm
ML Fundamentals
The Euclidian Algorithm
ritvikmath Intermediate 13y ago
Statistics: Making Sense of Data with Alison Gibbs and Jeffrey Rosenthal
ML Fundamentals
Statistics: Making Sense of Data with Alison Gibbs and Jeffrey Rosenthal
Coursera Beginner 13y ago
Introduction to Psychology with Steve Joordens
ML Fundamentals
Introduction to Psychology with Steve Joordens
Coursera Beginner 13y ago
Demo and Training with
ML Fundamentals
Demo and Training with
Coursera Intermediate 13y ago
Child Nutrition and Cooking
ML Fundamentals
Child Nutrition and Cooking
Coursera Beginner 13y ago
History of Rock, Part 1 by University of Rochester
ML Fundamentals
History of Rock, Part 1 by University of Rochester
Coursera Beginner 13y ago
Pensamiento Cientifico
ML Fundamentals
Pensamiento Cientifico
Coursera Beginner 13y ago
Maps and the Geospatial Revolution with Dr. Anthony C. Robinson
ML Fundamentals
Maps and the Geospatial Revolution with Dr. Anthony C. Robinson
Coursera Beginner 13y ago
Child Nutrition and Cooking
ML Fundamentals
Child Nutrition and Cooking
Coursera Beginner 13y ago
Tecnologias de informacion y comunicacion en la educacion
ML Fundamentals
Tecnologias de informacion y comunicacion en la educacion
Coursera Beginner 13y ago
Sports and Society with undefined
ML Fundamentals
Sports and Society with undefined
Coursera Beginner 13y ago
Sports and Society
ML Fundamentals
Sports and Society
Coursera Beginner 13y ago
Ser mas creativos
ML Fundamentals
Ser mas creativos
Coursera Beginner 13y ago
Demo and Training with undefined
ML Fundamentals
Demo and Training with undefined
Coursera Intermediate 13y ago
Latin American Culture' with undefined
ML Fundamentals
Latin American Culture' with undefined
Coursera Beginner 13y ago
Computer Security with Dan Boneh
ML Fundamentals
Computer Security with Dan Boneh
Coursera Beginner 13y ago
Introduction to Art: Concepts & Techniques
ML Fundamentals
Introduction to Art: Concepts & Techniques
Coursera Beginner 13y ago
Programmed cell death
ML Fundamentals
Programmed cell death
Coursera Beginner 13y ago
El ABC del emprendimiento esbelto
ML Fundamentals
El ABC del emprendimiento esbelto
Coursera Beginner 13y ago
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Introduction to Image Generation - Français
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Master Machine Learning with TensorFlow: Basics to Advanced
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Introduction to Artificial Intelligence
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