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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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
Baby robins in a nest
ML Fundamentals
Baby robins in a nest
Jeff Heaton Intermediate 12y ago
Getting Sorted & Big O Notation - Computerphile
ML Fundamentals ⚡ AI Lesson
Getting Sorted & Big O Notation - Computerphile
Computerphile 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 ⚡ AI Lesson
Expected Value and Variance of Continuous Random Variables (Calculus)
ritvikmath Intermediate 12y ago
The Hair Algorithm - Computerphile
ML Fundamentals ⚡ AI Lesson
The Hair Algorithm - Computerphile
Computerphile Beginner 12y ago
Your Mass is NOT From the Higgs Boson
ML Fundamentals ⚡ AI Lesson
Your Mass is NOT From the Higgs Boson
Veritasium Intermediate 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
Musical Floppy Drives - Computerphile
ML Fundamentals ⚡ AI Lesson
Musical Floppy Drives - Computerphile
Computerphile Intermediate 12y ago
EXTRA BITS - Follow the Cookie Trail - Computerphile
ML Fundamentals ⚡ AI Lesson
EXTRA BITS - Follow the Cookie Trail - Computerphile
Computerphile Intermediate 12y ago
Follow the Cookie Trail - Computerphile
ML Fundamentals ⚡ AI Lesson
Follow the Cookie Trail - Computerphile
Computerphile Beginner 12y ago
Proving the Fundamental Theorem of Calculus Part 2
ML Fundamentals ⚡ AI Lesson
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
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
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AWS Certified Machine Learning - Specialty
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Databricks Machine Learning Fundamentals
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Calculus: Single Variable Part 4 - Applications
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Calculus: Single Variable Part 4 - Applications
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Foundations of Probability and Random Variables
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Foundations of Probability and Random Variables
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Snowflake for Data Science: Intro to Snowpark ML for Python
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Snowflake for Data Science: Intro to Snowpark ML for Python
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Cyber Security: Application of AI
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Cyber Security: Application of AI
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