Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent — the maths behind AI

8595
lessons
Economic Systems and Macroeconomics: Crash Course Economics #3
ML Fundamentals
Economic Systems and Macroeconomics: Crash Course Economics #3
CrashCourse Beginner 10y ago
Freedom of Religion: Crash Course Government and Politics #24
ML Fundamentals
Freedom of Religion: Crash Course Government and Politics #24
CrashCourse Beginner 10y ago
BECCA creates features from MNIST
ML Fundamentals
BECCA creates features from MNIST
Brandon Rohrer Beginner 10y ago
Testing our Machine Learning Strategy - Python for Finance 17
ML Fundamentals
Testing our Machine Learning Strategy - Python for Finance 17
sentdex Beginner 10y ago
[See Description] Creating our Machine Learning Classifiers - Python for Finance 16
ML Fundamentals
[See Description] Creating our Machine Learning Classifiers - Python for Finance 16
sentdex Beginner 10y ago
Selecting the best model in scikit-learn using cross-validation
ML Fundamentals
Selecting the best model in scikit-learn using cross-validation
Data School Beginner 10y ago
Arduino Programs & Sketches- Computerphile
ML Fundamentals
Arduino Programs & Sketches- Computerphile
Computerphile Beginner 10y ago
Deadly Truth of General AI? - Computerphile
ML Fundamentals
Deadly Truth of General AI? - Computerphile
Computerphile Beginner 10y ago
Course Spotlight: Data Science Specialization
ML Fundamentals
Course Spotlight: Data Science Specialization
Coursera Beginner 10y ago
Comparing machine learning models in scikit-learn
ML Fundamentals
Comparing machine learning models in scikit-learn
Data School Beginner 10y ago
What I Wish I Knew When I Was Younger
ML Fundamentals
What I Wish I Knew When I Was Younger
Veritasium Beginner 10y ago
Course Spotlight: Neuroscience for Perception and Action
ML Fundamentals
Course Spotlight: Neuroscience for Perception and Action
Coursera Beginner 10y ago
Distributions - Intro
ML Fundamentals
Distributions - Intro
ritvikmath Beginner 11y ago
Civil Rights & Liberties: Crash Course Government & Politics #23
ML Fundamentals
Civil Rights & Liberties: Crash Course Government & Politics #23
CrashCourse Beginner 10y ago
Specialization and Trade: Crash Course Economics #2
ML Fundamentals
Specialization and Trade: Crash Course Economics #2
CrashCourse Beginner 10y ago
Creating Machine Learning Classifier Feature Sets - Python for Finance 15
ML Fundamentals
Creating Machine Learning Classifier Feature Sets - Python for Finance 15
sentdex Beginner 10y ago
Judicial Decisions: Crash Course Government and Politics #22
ML Fundamentals
Judicial Decisions: Crash Course Government and Politics #22
CrashCourse Beginner 10y ago
[See Description] Building Machine Learning Framework - Python for Finance 14
ML Fundamentals
[See Description] Building Machine Learning Framework - Python for Finance 14
sentdex Beginner 10y ago
[See Description] Paper Trading a Strategy on Quantopian - Python for Finance 12
ML Fundamentals
[See Description] Paper Trading a Strategy on Quantopian - Python for Finance 12
sentdex Beginner 10y ago
Crash Course Economics Intro!
ML Fundamentals
Crash Course Economics Intro!
CrashCourse Beginner 10y ago
[See Description] Programming for Finance with Python and Quantopian and Zipline Part 1
ML Fundamentals
[See Description] Programming for Finance with Python and Quantopian and Zipline Part 1
sentdex Beginner 10y ago
IP Problems, YouTube, and the Future: Crash Course Intellectual Property #7
ML Fundamentals
IP Problems, YouTube, and the Future: Crash Course Intellectual Property #7
CrashCourse Beginner 10y ago
Outtakes #2: Crash Course Government and Politics
ML Fundamentals
Outtakes #2: Crash Course Government and Politics
CrashCourse Beginner 10y ago
Supreme Court of the United States Procedures: Crash Course Government and Politics #20
ML Fundamentals
Supreme Court of the United States Procedures: Crash Course Government and Politics #20
CrashCourse Beginner 10y ago
Outtakes #2: Crash Course Astronomy
ML Fundamentals
Outtakes #2: Crash Course Astronomy
CrashCourse Beginner 10y ago
Outtakes: Crash Course Intellectual Property
ML Fundamentals
Outtakes: Crash Course Intellectual Property
CrashCourse Beginner 10y ago
Structure of the Court System: Crash Course Government and Politics #19
ML Fundamentals
Structure of the Court System: Crash Course Government and Politics #19
CrashCourse Beginner 10y ago
Outtakes #2: Crash Course A&P
ML Fundamentals
Outtakes #2: Crash Course A&P
CrashCourse Beginner 10y ago
Legal System Basics: Crash Course Government and Politics #18
ML Fundamentals
Legal System Basics: Crash Course Government and Politics #18
CrashCourse Beginner 10y ago
Scikit-Learn incorporation - Natural Language Processing With Python and NLTK p.15
ML Fundamentals
Scikit-Learn incorporation - Natural Language Processing With Python and NLTK p.15
sentdex Beginner 10y ago
Nuggets of Data Gold - Computerphile
ML Fundamentals
Nuggets of Data Gold - Computerphile
Computerphile Beginner 10y ago
Words as Features for Learning - Natural Language Processing With Python and NLTK p.12
ML Fundamentals
Words as Features for Learning - Natural Language Processing With Python and NLTK p.12
sentdex Beginner 10y ago
How Presidents Govern: Crash Course Government and Politics #14
ML Fundamentals
How Presidents Govern: Crash Course Government and Politics #14
CrashCourse Beginner 10y ago
Training a machine learning model with scikit-learn
ML Fundamentals
Training a machine learning model with scikit-learn
Data School Beginner 10y ago
ARM Processor - Sowing the Seeds of Success - Computerphile
ML Fundamentals
ARM Processor - Sowing the Seeds of Success - Computerphile
Computerphile Beginner 10y ago
Getting started in scikit-learn with the famous iris dataset
ML Fundamentals
Getting started in scikit-learn with the famous iris dataset
Data School Beginner 10y ago
Presidential Powers 2: Crash Course Government and Politics #12
ML Fundamentals
Presidential Powers 2: Crash Course Government and Politics #12
CrashCourse Beginner 10y ago
Arduino Hardware - Computerphile
ML Fundamentals
Arduino Hardware - Computerphile
Computerphile Beginner 10y ago
Presidential Power: Crash Course Government and Politics #11
ML Fundamentals
Presidential Power: Crash Course Government and Politics #11
CrashCourse Beginner 10y ago
Course Spotlight: Digital Maps and the Geospatial Revolution
ML Fundamentals
Course Spotlight: Digital Maps and the Geospatial Revolution
Coursera Beginner 11y ago
What is machine learning, and how does it work?
ML Fundamentals
What is machine learning, and how does it work?
Data School Beginner 11y ago
Democracy, Authoritarian Capitalism, and China: Crash Course World History 230
ML Fundamentals
Democracy, Authoritarian Capitalism, and China: Crash Course World History 230
CrashCourse Beginner 11y ago
Outtakes #1: Crash Course Government and Politics
ML Fundamentals
Outtakes #1: Crash Course Government and Politics
CrashCourse Beginner 11y ago
Course Spotlight: Learn Full Stack Android Mobile App Development
ML Fundamentals
Course Spotlight: Learn Full Stack Android Mobile App Development
Coursera Beginner 11y ago
Congressional Decisions: Crash Course Government and Politics #10
ML Fundamentals
Congressional Decisions: Crash Course Government and Politics #10
CrashCourse Beginner 11y ago
Outtakes #1: Crash Course Astronomy
ML Fundamentals
Outtakes #1: Crash Course Astronomy
CrashCourse Beginner 11y ago
Crash Course World History Season 2: Outtakes v2
ML Fundamentals
Crash Course World History Season 2: Outtakes v2
CrashCourse Beginner 11y ago
How a Bill Becomes a Law: Crash Course Government and Politics #9
ML Fundamentals
How a Bill Becomes a Law: Crash Course Government and Politics #9
CrashCourse Beginner 11y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Python per la Data Science
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Self-paced
Python per la Data Science
Opens on Coursera ↗
The Finite Element Method for Problems in Physics
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Self-paced
The Finite Element Method for Problems in Physics
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Specialized Models: Time Series and Survival Analysis
📚 Coursera Course ↗
Self-paced
Specialized Models: Time Series and Survival Analysis
Opens on Coursera ↗
Debug Neural Networks: Analyze Training Dynamics
📚 Coursera Course ↗
Self-paced
Debug Neural Networks: Analyze Training Dynamics
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Calculus through Data & Modeling: Precalculus Review
📚 Coursera Course ↗
Self-paced
Calculus through Data & Modeling: Precalculus Review
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Machine Learning in Retail
📚 Coursera Course ↗
Self-paced
Machine Learning in Retail
Opens on Coursera ↗