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
CPU flags register
ML Fundamentals
CPU flags register
Ben Eater Beginner 8y ago
A Deep Dream of a Neural Network
ML Fundamentals
A Deep Dream of a Neural Network
sentdex Beginner 8y ago
TensorFlow Dev Summit 2018 - Livestream
ML Fundamentals ⚡ AI Lesson
TensorFlow Dev Summit 2018 - Livestream
TensorFlow Beginner 8y ago
TensorFlow Hub (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
TensorFlow Hub (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
Weight Initialization explained | A way to reduce the vanishing gradient problem
ML Fundamentals ⚡ AI Lesson
Weight Initialization explained | A way to reduce the vanishing gradient problem
deeplizard Beginner 8y ago
Three Colors - Blue: Crash Course Film Criticism #11
ML Fundamentals
Three Colors - Blue: Crash Course Film Criticism #11
CrashCourse Beginner 8y ago
Machine Learning Tutorial - Making a recommendation engine IN THE BROWSER
ML Fundamentals
Machine Learning Tutorial - Making a recommendation engine IN THE BROWSER
LearnCode.academy Beginner 8y ago
Data explained | An introduction to data for programming beginners
ML Fundamentals ⚡ AI Lesson
Data explained | An introduction to data for programming beginners
deeplizard Beginner 8y ago
A Gentle Introduction to Data Science - talk by Marc Garcia
ML Fundamentals
A Gentle Introduction to Data Science - talk by Marc Garcia
freeCodeCamp.org Beginner 8y ago
Machine Learning in Javascript - talk by @Bondifrench
ML Fundamentals
Machine Learning in Javascript - talk by @Bondifrench
freeCodeCamp.org Beginner 8y ago
Playing Atari with Deep Reinforcement Learning - TWiML Online Meetup - March 2018
ML Fundamentals
Playing Atari with Deep Reinforcement Learning - TWiML Online Meetup - March 2018
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Machine Learning Tutorial for Beginners - USING JAVASCRIPT!
ML Fundamentals
Machine Learning Tutorial for Beginners - USING JAVASCRIPT!
LearnCode.academy Beginner 8y ago
Learning Beyond the Campus Walls
ML Fundamentals
Learning Beyond the Campus Walls
Coursera Beginner 8y ago
The Master Algorithm
ML Fundamentals ⚡ AI Lesson
The Master Algorithm
Data Skeptic Beginner 8y ago
What is Machine Learning? | Machine Learning Basics | Machine Learning Tutorial | Edureka
17:21
ML Fundamentals ⚡ AI Lesson
What is Machine Learning? | Machine Learning Basics | Machine Learning Tutorial | Edureka
edureka! Beginner 8y ago
Sterling Anderson, Co-Founder, Aurora - MIT Self-Driving Cars
ML Fundamentals
Sterling Anderson, Co-Founder, Aurora - MIT Self-Driving Cars
Lex Fridman Beginner 8y ago
How pi was almost 6.283185...
ML Fundamentals
How pi was almost 6.283185...
3Blue1Brown Beginner 8y ago
Emilio Frazzoli, CTO, nuTonomy - MIT Self-Driving Cars
ML Fundamentals ⚡ AI Lesson
Emilio Frazzoli, CTO, nuTonomy - MIT Self-Driving Cars
Lex Fridman Beginner 8y ago
The No Free Lunch Theorems
ML Fundamentals ⚡ AI Lesson
The No Free Lunch Theorems
Data Skeptic Beginner 8y ago
Assembly Programming & Colour - Computerphile
ML Fundamentals ⚡ AI Lesson
Assembly Programming & Colour - Computerphile
Computerphile Beginner 8y ago
Degrees built for today's learners
ML Fundamentals
Degrees built for today's learners
Coursera Beginner 8y ago
Learn Machine Learning in 3 Months (with curriculum)
ML Fundamentals
Learn Machine Learning in 3 Months (with curriculum)
Siraj Raval Beginner 8y ago
IA NOTEBOOK #3 | Descenso del Gradiente (Gradient Descent) | Programando IA
ML Fundamentals
IA NOTEBOOK #3 | Descenso del Gradiente (Gradient Descent) | Programando IA
Dot CSV Beginner 8y ago
StatQuest: Random Forests in R
ML Fundamentals
StatQuest: Random Forests in R
StatQuest with Josh Starmer Beginner 8y ago
The more general uncertainty principle, regarding Fourier transforms
ML Fundamentals ⚡ AI Lesson
The more general uncertainty principle, regarding Fourier transforms
3Blue1Brown Beginner 8y ago
Clojure - Neural Network Art
ML Fundamentals ⚡ AI Lesson
Clojure - Neural Network Art
Tensor Programming Beginner 8y ago
PHP, MySQL & Stripe API Payment App - Part 3
ML Fundamentals ⚡ AI Lesson
PHP, MySQL & Stripe API Payment App - Part 3
Traversy Media Beginner 8y ago
Learning "Common Sense" and Physical Concepts with Roland Memisevic - #111
ML Fundamentals
Learning "Common Sense" and Physical Concepts with Roland Memisevic - #111
The TWIML AI Podcast with Sam Charrington Beginner 8y ago
Searching Over Ideas (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Searching Over Ideas (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
TensorFlow Lite (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
TensorFlow Lite (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
Distributed TensorFlow (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Distributed TensorFlow (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
The Practitioner's Guide with TF High Level APIs (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
The Practitioner's Guide with TF High Level APIs (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
Machine Learning in JavaScript (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Machine Learning in JavaScript (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
tf.data: Fast, flexible, and easy-to-use input pipelines (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
tf.data: Fast, flexible, and easy-to-use input pipelines (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
Keynote (TensorFlow Dev Summit 2018)
ML Fundamentals ⚡ AI Lesson
Keynote (TensorFlow Dev Summit 2018)
TensorFlow Beginner 8y ago
TensorFlow: an ML platform for solving impactful and challenging problems
ML Fundamentals ⚡ AI Lesson
TensorFlow: an ML platform for solving impactful and challenging problems
TensorFlow Beginner 8y ago
All About TensorFlow Code (Coding TensorFlow)
ML Fundamentals ⚡ AI Lesson
All About TensorFlow Code (Coding TensorFlow)
TensorFlow Beginner 8y ago
Chatting With the TensorFlow Community (TensorFlow Meets)
ML Fundamentals ⚡ AI Lesson
Chatting With the TensorFlow Community (TensorFlow Meets)
TensorFlow Beginner 8y ago
Answering Your TF Questions #AskTensorFlow
ML Fundamentals ⚡ AI Lesson
Answering Your TF Questions #AskTensorFlow
TensorFlow Beginner 8y ago
Vanishing & Exploding Gradient explained | A problem resulting from backpropagation
ML Fundamentals ⚡ AI Lesson
Vanishing & Exploding Gradient explained | A problem resulting from backpropagation
deeplizard Beginner 8y ago
Computer programming explained | A look inside computer programs for beginners
ML Fundamentals ⚡ AI Lesson
Computer programming explained | A look inside computer programs for beginners
deeplizard Beginner 8y ago
Backpropagation explained | Part 5 - What puts the "back" in backprop?
ML Fundamentals ⚡ AI Lesson
Backpropagation explained | Part 5 - What puts the "back" in backprop?
deeplizard Beginner 8y ago
Data science explained | Learning to code for data science beginners - Programming concepts playlist
ML Fundamentals ⚡ AI Lesson
Data science explained | Learning to code for data science beginners - Programming concepts playlist
deeplizard Beginner 8y ago
Backpropagation explained | Part 4 - Calculating the gradient
ML Fundamentals ⚡ AI Lesson
Backpropagation explained | Part 4 - Calculating the gradient
deeplizard Beginner 8y ago
Backpropagation explained | Part 3 - Mathematical observations
ML Fundamentals ⚡ AI Lesson
Backpropagation explained | Part 3 - Mathematical observations
deeplizard Beginner 8y ago
Backpropagation explained | Part 2 - The mathematical notation
ML Fundamentals ⚡ AI Lesson
Backpropagation explained | Part 2 - The mathematical notation
deeplizard Beginner 8y ago
Proprietary trading explained | Coinbase trading bot | Volcker rule
ML Fundamentals ⚡ AI Lesson
Proprietary trading explained | Coinbase trading bot | Volcker rule
deeplizard Beginner 8y ago
Backpropagation explained | Part 1 - The intuition
ML Fundamentals ⚡ AI Lesson
Backpropagation explained | Part 1 - The intuition
deeplizard Beginner 8y ago
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Computational Social Science Capstone Project
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Build Better Generative Adversarial Networks (GANs)
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Build Better Generative Adversarial Networks (GANs)
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Foundations and Core Concepts of PyTorch
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Foundations and Core Concepts of PyTorch
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Foundations for Machine Learning
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