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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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
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 13y 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
Sports and Society
ML Fundamentals
Sports and Society
Coursera Beginner 13y ago
Ser mas creativos
ML Fundamentals
Ser mas creativos
Coursera Beginner 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
Understanding economic policymaking
ML Fundamentals
Understanding economic policymaking
Coursera Beginner 13y ago
Exercise Physiology: Understanding the Athlete Within with Mark Hargreaves
ML Fundamentals
Exercise Physiology: Understanding the Athlete Within with Mark Hargreaves
Coursera Beginner 13y ago
Canine Theriogenology for Dog Enthusiasts with Margaret V. Root
ML Fundamentals
Canine Theriogenology for Dog Enthusiasts with Margaret V. Root
Coursera Beginner 13y ago
Web Intelligence and Big Data with Gautam Shroff
ML Fundamentals
Web Intelligence and Big Data with Gautam Shroff
Coursera Beginner 13y ago
Critical Perspectives on Management with Rolf Strom-Olsen
ML Fundamentals
Critical Perspectives on Management with Rolf Strom-Olsen
Coursera Beginner 13y ago
El ABC del emprendimiento esbelto with Sergio Ortiz Valdes
ML Fundamentals
El ABC del emprendimiento esbelto with Sergio Ortiz Valdes
Coursera Beginner 13y ago
Interprofessional Healthcare Informatics with Karen Monsen
ML Fundamentals
Interprofessional Healthcare Informatics with Karen Monsen
Coursera Beginner 13y ago
Creativity, Innovation, and Change with Jack V. Matson, Darrell Velegol and Kath
ML Fundamentals
Creativity, Innovation, and Change with Jack V. Matson, Darrell Velegol and Kath
Coursera Beginner 13y ago
Innovacion educativa con recursos abiertos with Maria Soledad Ramirez Montoya an
ML Fundamentals
Innovacion educativa con recursos abiertos with Maria Soledad Ramirez Montoya an
Coursera Beginner 13y ago
Inspiring Leadership through Emotional Intelligence with Richard Boyatzis
ML Fundamentals
Inspiring Leadership through Emotional Intelligence with Richard Boyatzis
Coursera Beginner 13y ago
Matematicas y movimiento with
ML Fundamentals
Matematicas y movimiento with
Coursera Beginner 13y ago
Sustainability of Food Systems: A Global Life Cycle Perspective with Jason Hill
ML Fundamentals
Sustainability of Food Systems: A Global Life Cycle Perspective with Jason Hill
Coursera Beginner 13y ago
Latin American Culture with Enrique Tames
ML Fundamentals
Latin American Culture with Enrique Tames
Coursera Beginner 13y ago
Nutrition, Health, and Lifestyle: Issues and Insights with Jamie Pope, MS, RD, L
ML Fundamentals
Nutrition, Health, and Lifestyle: Issues and Insights with Jamie Pope, MS, RD, L
Coursera Beginner 13y ago
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Deep Learning for Real Estate Price Prediction
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Deep Learning for Real Estate Price Prediction
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Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts
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Çok değişkenli Fonksiyon I: Kavramlar / Multivariable Calculus I: Concepts
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Introduction to Data Structures and Algorithmic Foundations
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Introduction to Data Structures and Algorithmic Foundations
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Salesforce Foundations and Developer Fundamentals
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Salesforce Foundations and Developer Fundamentals
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Machine Learning with Small Data Part 1
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Machine Learning with Small Data Part 1
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Machine Learning: Clustering & Retrieval
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Machine Learning: Clustering & Retrieval
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