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
Hashing Algorithms and Security - Computerphile
ML Fundamentals
Hashing Algorithms and Security - Computerphile
Computerphile Intermediate 12y ago
Texting Cabbage with a Recorder - Computerphile
ML Fundamentals
Texting Cabbage with a Recorder - Computerphile
Computerphile Intermediate 12y ago
BECCA finds movie trailers while watching the Big Bang Theory
ML Fundamentals
BECCA finds movie trailers while watching the Big Bang Theory
Brandon Rohrer Beginner 12y ago
Image Recognition and Python Part 1
ML Fundamentals
Image Recognition and Python Part 1
sentdex Beginner 12y ago
BECCA listens for sound effects in The Hobbit
ML Fundamentals
BECCA listens for sound effects in The Hobbit
Brandon Rohrer Beginner 12y ago
Conclusion - Machine Learning and Pattern Recognition for Algorithmic Trading p. 19
ML Fundamentals
Conclusion - Machine Learning and Pattern Recognition for Algorithmic Trading p. 19
sentdex Beginner 12y ago
Inquiry Science Learning: Perspectives and Practices 3 - Science Content Survey
ML Fundamentals
Inquiry Science Learning: Perspectives and Practices 3 - Science Content Survey
Coursera Beginner 12y ago
The Camera Never Lies with Emmett Sullivan by  University of London
ML Fundamentals
The Camera Never Lies with Emmett Sullivan by University of London
Coursera 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
Cloud Computing (Cloudy with a Chance of Pizza) - Computerphile
ML Fundamentals
Cloud Computing (Cloudy with a Chance of Pizza) - Computerphile
Computerphile Beginner 12y ago
Cracking Websites with Cross Site Scripting - Computerphile
ML Fundamentals
Cracking Websites with Cross Site Scripting - Computerphile
Computerphile Intermediate 12y ago
Learning the building blocks of speech: BECCA extracts a hierarchy of audio features
ML Fundamentals
Learning the building blocks of speech: BECCA extracts a hierarchy of audio features
Brandon Rohrer Intermediate 12y ago
BECCA listens to The Hobbit
ML Fundamentals
BECCA listens to The Hobbit
Brandon Rohrer Beginner 12y ago
How Huffman Trees Work - Computerphile
ML Fundamentals
How Huffman Trees Work - Computerphile
Computerphile Intermediate 12y ago
Preparing back-test: Machine Learning and Pattern Recognition for Algorithmic Trading p. 18
ML Fundamentals
Preparing back-test: Machine Learning and Pattern Recognition for Algorithmic Trading p. 18
sentdex Beginner 12y ago
Machine Learning and Pattern Recognition for Algorithmic Trading p. 17
ML Fundamentals
Machine Learning and Pattern Recognition for Algorithmic Trading p. 17
sentdex Beginner 12y ago
Average prediction pattern recognition Machine Learning for Algorithmic Trading
ML Fundamentals
Average prediction pattern recognition Machine Learning for Algorithmic Trading
sentdex Beginner 12y ago
Predicitions From Patterns: Machine Learning and Pattern Recognition for Forex and Stock Trading
ML Fundamentals
Predicitions From Patterns: Machine Learning and Pattern Recognition for Forex and Stock Trading
sentdex Beginner 12y ago
Past outcomes as predictions: Machine Learning for Automated Trading in Forex and Stocks p. 14
ML Fundamentals
Past outcomes as predictions: Machine Learning for Automated Trading in Forex and Stocks p. 14
sentdex Beginner 12y ago
Variables in Pattern Recognition: Machine Learning for Algorithmic Trading in Forex and Stocks p. 13
ML Fundamentals
Variables in Pattern Recognition: Machine Learning for Algorithmic Trading in Forex and Stocks p. 13
sentdex Beginner 12y ago
Displaying all Patterns Recognized: Machine Learning for Algorithmic Trading in Forex and Stocks
ML Fundamentals
Displaying all Patterns Recognized: Machine Learning for Algorithmic Trading in Forex and Stocks
sentdex Beginner 12y ago
Pattern Recognition and Outcome: Machine Learning for Algorithmic Trading in Forex and Stocks
ML Fundamentals
Pattern Recognition and Outcome: Machine Learning for Algorithmic Trading in Forex and Stocks
sentdex Beginner 12y ago
Increasing Pattern Complexity: Machine Learning for Algorithmic Trading in Forex and Stocks
ML Fundamentals
Increasing Pattern Complexity: Machine Learning for Algorithmic Trading in Forex and Stocks
sentdex Beginner 12y ago
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
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
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
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
Error Correction - Computerphile
ML Fundamentals
Error Correction - Computerphile
Computerphile Intermediate 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
Programming Paradigms - Computerphile
ML Fundamentals
Programming Paradigms - Computerphile
Computerphile Intermediate 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
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