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
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
Conservation and Restoration Ecology: Crash Course Ecology #12
ML Fundamentals
Conservation and Restoration Ecology: Crash Course Ecology #12
CrashCourse Beginner 13y ago
The Hydrologic and Carbon Cycles: Always Recycle! - Crash Course Ecology #8
ML Fundamentals
The Hydrologic and Carbon Cycles: Always Recycle! - Crash Course Ecology #8
CrashCourse Beginner 13y ago
Multivariable Calculus Volume of a Sphere Proof - Double Integrals
ML Fundamentals
Multivariable Calculus Volume of a Sphere Proof - Double Integrals
ritvikmath Advanced 13y ago
Multivariable Calculus Volume of a Sphere Proof - Triple Integrals
ML Fundamentals
Multivariable Calculus Volume of a Sphere Proof - Triple Integrals
ritvikmath Advanced 13y ago
How Trees Bend the Laws of Physics
ML Fundamentals
How Trees Bend the Laws of Physics
Veritasium Intermediate 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
Survey of Music Technology with Jason Freeman by Georgia Institute of Technology
ML Fundamentals
Survey of Music Technology with Jason Freeman by Georgia Institute of Technology
Coursera Beginner 13y ago
Nutrition and Physical Activity for Health with John M. Jakicic, Ph.D., and Amy D. Rickman,...
ML Fundamentals
Nutrition and Physical Activity for Health with John M. Jakicic, Ph.D., and Amy D. Rickman,...
Coursera Beginner 13y ago
Single Variable Calculus Volume of a Sphere - Proof 2
ML Fundamentals
Single Variable Calculus Volume of a Sphere - Proof 2
ritvikmath Advanced 13y ago
Single Variable Calculus Volume of a Sphere - Proof 1
ML Fundamentals
Single Variable Calculus Volume of a Sphere - Proof 1
ritvikmath Advanced 13y ago
Globalization I - The Upside: Crash Course World History #41
ML Fundamentals
Globalization I - The Upside: Crash Course World History #41
CrashCourse Beginner 13y ago
Fungi: Death Becomes Them - CrashCourse Biology #39
ML Fundamentals
Fungi: Death Becomes Them - CrashCourse Biology #39
CrashCourse Beginner 13y ago
The Plants & The Bees: Plant Reproduction - CrashCourse Biology #38
ML Fundamentals
The Plants & The Bees: Plant Reproduction - CrashCourse Biology #38
CrashCourse Beginner 13y ago
Women and the Civil Rights Movement with Dr. Elsa Barkley Brown
ML Fundamentals
Women and the Civil Rights Movement with Dr. Elsa Barkley Brown
Coursera Beginner 13y ago
Galaxies and Cosmology with S. George Djorgovski
ML Fundamentals
Galaxies and Cosmology with S. George Djorgovski
Coursera Beginner 13y ago
Science, Technology, and Society in China I, II, and III: Basic Concepts with Naubahar Sharif
ML Fundamentals
Science, Technology, and Society in China I, II, and III: Basic Concepts with Naubahar Sharif
Coursera Beginner 13y ago
Introduction to Pharmacy with Kenneth M. Hale, R.Ph., Ph.D.
ML Fundamentals
Introduction to Pharmacy with Kenneth M. Hale, R.Ph., Ph.D.
Coursera Beginner 13y ago
AIDS with Kimberley Sessions Hagen, EdD
ML Fundamentals
AIDS with Kimberley Sessions Hagen, EdD
Coursera Beginner 13y ago
Health Informatics in the Cloud with Mark Braunstein
ML Fundamentals
Health Informatics in the Cloud with Mark Braunstein
Coursera Beginner 13y ago
Songwriting with Pat Pattison by Berklee College of Music
ML Fundamentals
Songwriting with Pat Pattison by Berklee College of Music
Coursera Beginner 13y ago
Software Defined Networking with Dr. Nick Feamster
ML Fundamentals
Software Defined Networking with Dr. Nick Feamster
Coursera Beginner 13y ago
Epigenetic Control of Gene Expression with Dr Marnie Blewitt
ML Fundamentals
Epigenetic Control of Gene Expression with Dr Marnie Blewitt
Coursera Beginner 13y ago
Organizational Analysis with Daniel McFarland
ML Fundamentals
Organizational Analysis with Daniel McFarland
Coursera Beginner 13y ago
Scientific Computing with J. Nathan Kutz
ML Fundamentals
Scientific Computing with J. Nathan Kutz
Coursera Beginner 13y ago
Jazz Improvisation - Introduction to Improvisation with Gary Burton by Berklee College of Music
ML Fundamentals
Jazz Improvisation - Introduction to Improvisation with Gary Burton by Berklee College of Music
Coursera Beginner 13y ago
Principles of Economics for Scientists with Antonio Rangel
ML Fundamentals
Principles of Economics for Scientists with Antonio Rangel
Coursera Beginner 13y ago
Introduction to Music Production with Loudon Stearns by Berklee College of Music
ML Fundamentals
Introduction to Music Production with Loudon Stearns by Berklee College of Music
Coursera Beginner 13y ago
Principles of Public Health with Zuzana Bic
ML Fundamentals
Principles of Public Health with Zuzana Bic
Coursera Beginner 13y ago
Writing in the Sciences with Kristin Sainani
ML Fundamentals
Writing in the Sciences with Kristin Sainani
Coursera Beginner 13y ago
Economic Issues, Food, and You with Jennifer Clark
ML Fundamentals
Economic Issues, Food, and You with Jennifer Clark
Coursera Beginner 13y ago
Leading Strategic Innovation and Creativity in Organizations with David A. Owens, PhD
ML Fundamentals
Leading Strategic Innovation and Creativity in Organizations with David A. Owens, PhD
Coursera Beginner 13y ago
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Introduction to Data Science and scikit-learn in Python
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Smart Analytics, Machine Learning, and AI on GCP - Italiano
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Specialized Models: Time Series and Survival Analysis
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Specialized Models: Time Series and Survival Analysis
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Building a Large-Scale, Automated Forecasting System
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Building a Large-Scale, Automated Forecasting System
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Deep Learning and Reinforcement Learning
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Deep Learning and Reinforcement Learning
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Microsoft Azure Machine Learning
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Microsoft Azure Machine Learning
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