Foundations

ML Fundamentals

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

8592
lessons
Natural Language Understanding for Amazon Alexa with Zornitsa Kozareva - #30
ML Fundamentals
Natural Language Understanding for Amazon Alexa with Zornitsa Kozareva - #30
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
[MINI] The Vanishing Gradient
ML Fundamentals
[MINI] The Vanishing Gradient
Data Skeptic Beginner 8y ago
The Golden Age of Hollywood: Crash Course Film History #11
ML Fundamentals
The Golden Age of Hollywood: Crash Course Film History #11
CrashCourse Beginner 8y ago
Operating Systems: Crash Course Computer Science #18
ML Fundamentals
Operating Systems: Crash Course Computer Science #18
CrashCourse Beginner 8y ago
Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM)
ML Fundamentals
Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM)
Brandon Rohrer Beginner 8y ago
Python Pandas Tutorial 11. Reshape dataframe using melt
ML Fundamentals
Python Pandas Tutorial 11. Reshape dataframe using melt
codebasics Beginner 8y ago
Doctor AI
ML Fundamentals
Doctor AI
Data Skeptic Beginner 8y ago
StatQuest: Hierarchical Clustering
ML Fundamentals
StatQuest: Hierarchical Clustering
StatQuest with Josh Starmer Beginner 8y ago
At the Intersection of AI, Governments, and Google - Tim Hwang
ML Fundamentals
At the Intersection of AI, Governments, and Google - Tim Hwang
Y Combinator Beginner 8y ago
GENERATING TV SCRIPTS WITH DEEP LEARNING | 100 Days of Code 7
ML Fundamentals
GENERATING TV SCRIPTS WITH DEEP LEARNING | 100 Days of Code 7
Daniel Bourke Beginner 8y ago
Sandwich Bag Fire Starter
ML Fundamentals
Sandwich Bag Fire Starter
Veritasium Beginner 8y ago
Python Pandas Tutorial 10. Pivot table
ML Fundamentals
Python Pandas Tutorial 10. Pivot table
codebasics Beginner 8y ago
Global AI Trends with Ben Lorica - #26
ML Fundamentals
Global AI Trends with Ben Lorica - #26
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
MACHINE LEARNING IN 5 MINUTES
ML Fundamentals
MACHINE LEARNING IN 5 MINUTES
Daniel Bourke Beginner 8y ago
All possible pythagorean triples, visualized
ML Fundamentals
All possible pythagorean triples, visualized
3Blue1Brown Beginner 8y ago
Pi hiding in prime regularities
ML Fundamentals
Pi hiding in prime regularities
3Blue1Brown Beginner 8y ago
11. Introduction to Machine Learning
51:31
ML Fundamentals
11. Introduction to Machine Learning
MIT OpenCourseWare Beginner 8y ago
Stream, FPV, and more data - Python plays GTA p.15
ML Fundamentals
Stream, FPV, and more data - Python plays GTA p.15
sentdex Beginner 8y ago
Integrated Circuits & Moore's Law: Crash Course Computer Science #17
ML Fundamentals
Integrated Circuits & Moore's Law: Crash Course Computer Science #17
CrashCourse Beginner 8y ago
Activation Functions
ML Fundamentals
Activation Functions
Data Skeptic Beginner 8y ago
Breaking the Silence: Crash Course Film History #10
ML Fundamentals
Breaking the Silence: Crash Course Film History #10
CrashCourse Beginner 8y ago
The Silent Era: Crash Course Film History #9
ML Fundamentals
The Silent Era: Crash Course Film History #9
CrashCourse Beginner 8y ago
Soviet Montage: Crash Course Film History #8
ML Fundamentals
Soviet Montage: Crash Course Film History #8
CrashCourse Beginner 8y ago
Data Structures: Crash Course Computer Science #14
ML Fundamentals
Data Structures: Crash Course Computer Science #14
CrashCourse Beginner 8y ago
Job Interview Tips and Open Ocean Swim | 100 Days of Code 4
ML Fundamentals
Job Interview Tips and Open Ocean Swim | 100 Days of Code 4
Daniel Bourke Beginner 8y ago
Offensive vs Defensive Data Science with Deep Varma - #25
ML Fundamentals
Offensive vs Defensive Data Science with Deep Varma - #25
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Intro to Algorithms: Crash Course Computer Science #13
ML Fundamentals
Intro to Algorithms: Crash Course Computer Science #13
CrashCourse Beginner 8y ago
MORE MACHINE LEARNING | 100 Days of Code 2
ML Fundamentals
MORE MACHINE LEARNING | 100 Days of Code 2
Daniel Bourke Beginner 8y ago
The Birth of the Feature Film: Crash Course Film History #6
ML Fundamentals
The Birth of the Feature Film: Crash Course Film History #6
CrashCourse Beginner 8y ago
Introducing Psycholinguistics into AI with Dominique Simmons- #23
ML Fundamentals
Introducing Psycholinguistics into AI with Dominique Simmons- #23
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
My first HACKATHON! | 100 Days of Code 1
ML Fundamentals
My first HACKATHON! | 100 Days of Code 1
Daniel Bourke Beginner 8y ago
Python Pandas Tutorial 8. Concat Dataframes
ML Fundamentals
Python Pandas Tutorial 8. Concat Dataframes
codebasics Beginner 8y ago
The Language of Film: Crash Course Film History #5
ML Fundamentals
The Language of Film: Crash Course Film History #5
CrashCourse Beginner 8y ago
[MINI] Leakage
ML Fundamentals
[MINI] Leakage
Data Skeptic Beginner 8y ago
Trusting Machine Learning Models with LIME
ML Fundamentals
Trusting Machine Learning Models with LIME
Data Skeptic Beginner 8y ago
Music21
ML Fundamentals
Music21
Data Skeptic Beginner 8y ago
[MINI] Calculating Feature Importance
ML Fundamentals
[MINI] Calculating Feature Importance
Data Skeptic Beginner 8y ago
Data Science at eHarmony
ML Fundamentals
Data Science at eHarmony
Data Skeptic Beginner 8y ago
Stealing Models from the Cloud
ML Fundamentals
Stealing Models from the Cloud
Data Skeptic Beginner 8y ago
Predictive Models on Random Data
ML Fundamentals
Predictive Models on Random Data
Data Skeptic Beginner 8y ago
[MINI] Dropout
ML Fundamentals
[MINI] Dropout
Data Skeptic Beginner 8y ago
The First Programming Languages: Crash Course Computer Science #11
ML Fundamentals
The First Programming Languages: Crash Course Computer Science #11
CrashCourse Beginner 8y ago
Taylor series | Chapter 11, Essence of calculus
ML Fundamentals
Taylor series | Chapter 11, Essence of calculus
3Blue1Brown Beginner 8y ago
Higher order derivatives | Chapter 10, Essence of calculus
ML Fundamentals
Higher order derivatives | Chapter 10, Essence of calculus
3Blue1Brown Beginner 8y ago
What does area have to do with slope? | Chapter 9, Essence of calculus
ML Fundamentals
What does area have to do with slope? | Chapter 9, Essence of calculus
3Blue1Brown Beginner 8y ago
Integration and the fundamental theorem of calculus | Chapter 8, Essence of calculus
ML Fundamentals
Integration and the fundamental theorem of calculus | Chapter 8, Essence of calculus
3Blue1Brown Beginner 8y ago
Limits, L'Hôpital's rule, and epsilon delta definitions | Chapter 7, Essence of calculus
ML Fundamentals
Limits, L'Hôpital's rule, and epsilon delta definitions | Chapter 7, Essence of calculus
3Blue1Brown Beginner 8y ago
Implicit differentiation, what's going on here? | Chapter 6, Essence of calculus
ML Fundamentals
Implicit differentiation, what's going on here? | Chapter 6, Essence of calculus
3Blue1Brown Beginner 8y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Introduction to Machine Learning: Unsupervised Learning
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Introduction to Machine Learning: Unsupervised Learning
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Artificial Intelligence Privacy and Convenience
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Artificial Intelligence Privacy and Convenience
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Python per la Data Science
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Python per la Data Science
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Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets
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Mechanics: Motion, Forces, Energy and Gravity, from Particles to Planets
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AI Capstone Project with Deep Learning
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Self-paced
AI Capstone Project with Deep Learning
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Foundational Mathematics for AI
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Foundational Mathematics for AI
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