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
Pattern Recognition: Machine Learning for Algorithmic Trading Part 9
ML Fundamentals
Pattern Recognition: Machine Learning for Algorithmic Trading Part 9
sentdex Beginner 12y ago
Predicting outcomes with Pattern Recognition: Machine Learning for Algorithmic Trading p. 8
ML Fundamentals
Predicting outcomes with Pattern Recognition: Machine Learning for Algorithmic Trading p. 8
sentdex Beginner 12y ago
The Great Depression: Crash Course US History #33
ML Fundamentals
The Great Depression: Crash Course US History #33
CrashCourse Beginner 12y ago
Introduction to Programming for Musicians and Digital Artists with Ajay Kapur
ML Fundamentals
Introduction to Programming for Musicians and Digital Artists with Ajay Kapur
Coursera Beginner 12y ago
Common Core in Action: Literacy Across Content Areas with Lisa Mount
ML Fundamentals
Common Core in Action: Literacy Across Content Areas with Lisa Mount
Coursera Beginner 12y ago
The Hair Algorithm - Computerphile
ML Fundamentals ⚡ AI Lesson
The Hair Algorithm - Computerphile
Computerphile Beginner 12y ago
Follow the Cookie Trail - Computerphile
ML Fundamentals ⚡ AI Lesson
Follow the Cookie Trail - Computerphile
Computerphile Beginner 12y ago
Current Pattern: Machine Learning for Algorithmic Trading in Forex and Stocks
ML Fundamentals
Current Pattern: Machine Learning for Algorithmic Trading in Forex and Stocks
sentdex Beginner 12y ago
Pattern Finding and Storing: Machine Learning for Algorithmic Trading in Forex and Stocks Part 6
ML Fundamentals
Pattern Finding and Storing: Machine Learning for Algorithmic Trading in Forex and Stocks Part 6
sentdex Beginner 12y ago
Finding Patterns:  Machine Learning for Automated Trading in Forex and Stocks Part 5
ML Fundamentals
Finding Patterns: Machine Learning for Automated Trading in Forex and Stocks Part 5
sentdex Beginner 12y ago
Percent Change: Machine Learning for Automated Trading in Forex and Stocks Part 4
ML Fundamentals
Percent Change: Machine Learning for Automated Trading in Forex and Stocks Part 4
sentdex Beginner 12y ago
Machine Learning and Pattern Recognition for Stocks and Forex Part 3
ML Fundamentals
Machine Learning and Pattern Recognition for Stocks and Forex Part 3
sentdex Beginner 12y ago
Quick look at our Data: Machine learning for Stocks and Forex Technical Analysis
ML Fundamentals
Quick look at our Data: Machine learning for Stocks and Forex Technical Analysis
sentdex Beginner 12y ago
Machine Learning and Pattern Recognition for Algorithmic Forex and Stock Trading: Intro
ML Fundamentals
Machine Learning and Pattern Recognition for Algorithmic Forex and Stock Trading: Intro
sentdex Beginner 12y ago
Initiation a la theorie des distributions with Francois  Golse and Yvan Martel
ML Fundamentals
Initiation a la theorie des distributions with Francois Golse and Yvan Martel
Coursera Beginner 12y ago
Child Nutrition and Cooking with Maya Adam by Stanford
ML Fundamentals
Child Nutrition and Cooking with Maya Adam by Stanford
Coursera Beginner 12y ago
Inquiry Science Learning: Perspectives and Practices 2 - Techniques for Success
ML Fundamentals
Inquiry Science Learning: Perspectives and Practices 2 - Techniques for Success
Coursera Beginner 12y ago
Coursera Video Tour
ML Fundamentals
Coursera Video Tour
Coursera Beginner 12y ago
An Introduction to Operations Management with Christian Terwiesch
ML Fundamentals
An Introduction to Operations Management with Christian Terwiesch
Coursera Beginner 12y ago
Video Games and Learning with Constance Steinkuehler and Kurt Squire
ML Fundamentals
Video Games and Learning with Constance Steinkuehler and Kurt Squire
Coursera Beginner 12y ago
Exploring Beethoven's Piano Sonatas with Jonathan Biss by Curtis Institute of Music
ML Fundamentals
Exploring Beethoven's Piano Sonatas with Jonathan Biss by Curtis Institute of Music
Coursera Beginner 12y ago
Inquiry Science Learning: Perspectives and Practices 1 - Science Leadership with
ML Fundamentals
Inquiry Science Learning: Perspectives and Practices 1 - Science Leadership with
Coursera Beginner 12y ago
An Introduction to Corporate Finance with Franklin   Allen
ML Fundamentals
An Introduction to Corporate Finance with Franklin Allen
Coursera Beginner 12y ago
Principles of Reactive Programming with Martin Odersky, Erik Meijer, and Roland
ML Fundamentals
Principles of Reactive Programming with Martin Odersky, Erik Meijer, and Roland
Coursera Beginner 12y ago
An Introduction to Marketing with David Bell, Peter Fader, and Barbara E. Kahn
ML Fundamentals
An Introduction to Marketing with David Bell, Peter Fader, and Barbara E. Kahn
Coursera Beginner 12y ago
Informatik fur Okonomen with Abraham Bernstein
ML Fundamentals
Informatik fur Okonomen with Abraham Bernstein
Coursera Beginner 12y ago
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
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
Dino 101: Dinosaur Paleobiology with Philip John Currie
ML Fundamentals
Dino 101: Dinosaur Paleobiology with Philip John Currie
Coursera Beginner 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
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
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
📚 Coursera Courses Opens on Coursera · Free to audit
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Mask Detector with Python & TensorFlow: Build & Deploy
📚 Coursera Course ↗
Self-paced
Mask Detector with Python & TensorFlow: Build & Deploy
Opens on Coursera ↗
Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I:  Concepts
📚 Coursera Course ↗
Self-paced
Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts
Opens on Coursera ↗
Deep Learning with TensorFlow: Build Neural Networks
📚 Coursera Course ↗
Self-paced
Deep Learning with TensorFlow: Build Neural Networks
Opens on Coursera ↗
Validate and Explain Your ML Models
📚 Coursera Course ↗
Self-paced
Validate and Explain Your ML Models
Opens on Coursera ↗
Machine Learning for Engineers: Algorithms and Applications
📚 Coursera Course ↗
Self-paced
Machine Learning for Engineers: Algorithms and Applications
Opens on Coursera ↗
Matrix Factorization and Advanced Techniques
📚 Coursera Course ↗
Self-paced
Matrix Factorization and Advanced Techniques
Opens on Coursera ↗