Foundations

ML Fundamentals

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

8592
lessons
What's so special about Euler's number e? | Chapter 5, Essence of calculus
ML Fundamentals
What's so special about Euler's number e? | Chapter 5, Essence of calculus
3Blue1Brown Beginner 8y ago
Visualizing the chain rule and product rule | Chapter 4, Essence of calculus
ML Fundamentals
Visualizing the chain rule and product rule | Chapter 4, Essence of calculus
3Blue1Brown Beginner 8y ago
Learner story: Earning an MBA while raising a daughter
ML Fundamentals
Learner story: Earning an MBA while raising a daughter
Coursera Beginner 8y ago
How Has Learning Changed Your Life?
ML Fundamentals
How Has Learning Changed Your Life?
Coursera Beginner 8y ago
Semantic Scene Completion From One Depth Image | Two Minute Papers #147
ML Fundamentals
Semantic Scene Completion From One Depth Image | Two Minute Papers #147
Two Minute Papers Beginner 8y ago
Self driving car neural network in the city - Python plays GTA with Tensor Flow p.14
ML Fundamentals
Self driving car neural network in the city - Python plays GTA with Tensor Flow p.14
sentdex Beginner 8y ago
Selling AI to the Enterprise with Kathryn Hume - #20
ML Fundamentals
Selling AI to the Enterprise with Kathryn Hume - #20
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
The First Movie Camera: Crash Course Film History #2
ML Fundamentals
The First Movie Camera: Crash Course Film History #2
CrashCourse Beginner 8y ago
Crash Course Computer Science Outtakes
ML Fundamentals
Crash Course Computer Science Outtakes
CrashCourse Beginner 8y ago
A more interesting self-driving neural network model - Python plays GTA p.13
ML Fundamentals
A more interesting self-driving neural network model - Python plays GTA p.13
sentdex Beginner 8y ago
A Intro to Clojure and Clojure Syntax
ML Fundamentals
A Intro to Clojure and Clojure Syntax
Tensor Programming Beginner 8y ago
8-bit CPU control signal overview
ML Fundamentals
8-bit CPU control signal overview
Ben Eater Beginner 8y ago
From Particle Physics to Audio AI with Scott Stephenson - #19
ML Fundamentals
From Particle Physics to Audio AI with Scott Stephenson - #19
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
[MINI] GPU CPU
ML Fundamentals
[MINI] GPU CPU
Data Skeptic Beginner 8y ago
8-bit computer build: Connecting the bus
ML Fundamentals
8-bit computer build: Connecting the bus
Ben Eater Beginner 9y ago
How to Do Linear Regression using Gradient Descent
ML Fundamentals
How to Do Linear Regression using Gradient Descent
Siraj Raval Beginner 9y ago
[MINI] Feed Forward Neural Networks
ML Fundamentals
[MINI] Feed Forward Neural Networks
Data Skeptic Beginner 9y ago
Breaking DeepMind's Game AI System | Two Minute Papers #135
ML Fundamentals
Breaking DeepMind's Game AI System | Two Minute Papers #135
Two Minute Papers Beginner 9y ago
The Science of Thinking
ML Fundamentals
The Science of Thinking
Veritasium Beginner 9y ago
How Deep Neural Networks Work
ML Fundamentals
How Deep Neural Networks Work
Brandon Rohrer Beginner 9y ago
Python Pandas Tutorial 6. Handle Missing Data: replace function
ML Fundamentals
Python Pandas Tutorial 6. Handle Missing Data: replace function
codebasics Beginner 9y ago
Derivative formulas through geometry | Chapter 3, Essence of calculus
ML Fundamentals
Derivative formulas through geometry | Chapter 3, Essence of calculus
3Blue1Brown Beginner 8y ago
The paradox of the derivative | Chapter 2, Essence of calculus
ML Fundamentals
The paradox of the derivative | Chapter 2, Essence of calculus
3Blue1Brown Beginner 8y ago
The essence of calculus
ML Fundamentals
The essence of calculus
3Blue1Brown Beginner 8y ago
Testing self driving neural network model - Python plays GTA p.12
ML Fundamentals
Testing self driving neural network model - Python plays GTA p.12
sentdex Beginner 8y ago
Training convolutional neural network for self-driving - Python plays GTA p.11
ML Fundamentals
Training convolutional neural network for self-driving - Python plays GTA p.11
sentdex Beginner 8y ago
Balancing self-driving training data - Python plays GTA p.10
ML Fundamentals
Balancing self-driving training data - Python plays GTA p.10
sentdex Beginner 8y ago
Neural Network Training Data for self-driving - Python plays GTA p.9
ML Fundamentals
Neural Network Training Data for self-driving - Python plays GTA p.9
sentdex Beginner 8y ago
Instructions & Programs: Crash Course Computer Science #8
ML Fundamentals
Instructions & Programs: Crash Course Computer Science #8
CrashCourse Beginner 8y ago
The Central Processing Unit (CPU): Crash Course Computer Science #7
ML Fundamentals
The Central Processing Unit (CPU): Crash Course Computer Science #7
CrashCourse Beginner 9y ago
Outtakes #4: Crash Course Physics
ML Fundamentals
Outtakes #4: Crash Course Physics
CrashCourse Beginner 9y ago
Registers and RAM: Crash Course Computer Science #6
ML Fundamentals
Registers and RAM: Crash Course Computer Science #6
CrashCourse Beginner 9y ago
Machine Learning in Cybersecurity with Evan Wright - #16
ML Fundamentals
Machine Learning in Cybersecurity with Evan Wright - #16
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
Astrophysics and Cosmology: Crash Course Physics #46
ML Fundamentals
Astrophysics and Cosmology: Crash Course Physics #46
CrashCourse Beginner 9y ago
Domain Knowledge in Machine Learning Models for Sustainability with Stefano Ermon - #15
ML Fundamentals
Domain Knowledge in Machine Learning Models for Sustainability with Stefano Ermon - #15
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
Representing Numbers and Letters with Binary: Crash Course Computer Science #4
ML Fundamentals
Representing Numbers and Letters with Binary: Crash Course Computer Science #4
CrashCourse Beginner 9y ago
Quantum Mechanics - Part 2: Crash Course Physics #44
ML Fundamentals
Quantum Mechanics - Part 2: Crash Course Physics #44
CrashCourse Beginner 9y ago
Quantum Mechanics - Part 1: Crash Course Physics #43
ML Fundamentals
Quantum Mechanics - Part 1: Crash Course Physics #43
CrashCourse Beginner 9y ago
Reprogramming the Human Genome with AI, w/ Brendan Frey - #12
ML Fundamentals
Reprogramming the Human Genome with AI, w/ Brendan Frey - #12
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
Deep Learning: Modular in Theory, Inflexible in Practice with Diogo Almeida - #8
ML Fundamentals
Deep Learning: Modular in Theory, Inflexible in Practice with Diogo Almeida - #8
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
Explaining the Predictions of Machine Learning Models with Carlos Guestrin - #7
ML Fundamentals
Explaining the Predictions of Machine Learning Models with Carlos Guestrin - #7
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
Open Source Data Science Masters, Hybrid AI, Algorithmic Ethics & More with Clare Corthell - #1
ML Fundamentals
Open Source Data Science Masters, Hybrid AI, Algorithmic Ethics & More with Clare Corthell - #1
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
Engineering Practical Machine Learning Systems with Xavier Amatriain - #3
ML Fundamentals
Engineering Practical Machine Learning Systems with Xavier Amatriain - #3
The TWIML AI Podcast with Sam Charrington Beginner 9y ago
Using an EEPROM to replace combinational logic
ML Fundamentals
Using an EEPROM to replace combinational logic
Ben Eater Beginner 9y ago
[MINI] Automated Feature Engineering
ML Fundamentals
[MINI] Automated Feature Engineering
Data Skeptic Beginner 9y ago
Special Relativity: Crash Course Physics #42
ML Fundamentals
Special Relativity: Crash Course Physics #42
CrashCourse Beginner 9y ago
Early Computing: Crash Course Computer Science #1
ML Fundamentals
Early Computing: Crash Course Computer Science #1
CrashCourse Beginner 9y ago
Building the Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 2
ML Fundamentals
Building the Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 2
sentdex Beginner 9y ago
📚 Coursera Courses Opens on Coursera · Free to audit
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Fundamentals of Machine Learning and Artificial Intelligence
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Fundamentals of Machine Learning and Artificial Intelligence
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Natural Language Processing with Sequence Models
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Natural Language Processing with Sequence Models
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Advanced Chatbots with Deep Learning and Python
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Advanced Chatbots with Deep Learning and Python
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Data Science Challenge
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Data Science Challenge
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Applied Social Network Analysis in Python
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Applied Social Network Analysis in Python
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Introduction to Calculus
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Introduction to Calculus
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