Foundations

ML Fundamentals

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

3814
lessons
How optimization for machine learning works, part 2
📐 ML Fundamentals
How optimization for machine learning works, part 2
Brandon Rohrer Intermediate 7y ago
How optimization for machine learning works, part 1
📐 ML Fundamentals
How optimization for machine learning works, part 1
Brandon Rohrer Intermediate 7y ago
Mini Battle Robot - Computerphile
📐 ML Fundamentals
Mini Battle Robot - Computerphile
Computerphile Intermediate 7y ago
3D Light Cube - Computerphile
📐 ML Fundamentals
3D Light Cube - Computerphile
Computerphile Intermediate 7y ago
The Kernel Trick - THE MATH YOU SHOULD KNOW!
📐 ML Fundamentals
The Kernel Trick - THE MATH YOU SHOULD KNOW!
CodeEmporium Intermediate 7y ago
ML Engine - Machine Learning in the Cloud
📐 ML Fundamentals
ML Engine - Machine Learning in the Cloud
Fireship Intermediate 7y ago
¿Qué es una Red Neuronal? Parte 3 : Backpropagation | DotCSV
📐 ML Fundamentals
¿Qué es una Red Neuronal? Parte 3 : Backpropagation | DotCSV
Dot CSV Intermediate 7y ago
deeplearning.ai's Heroes of Deep Learning: Dawn Song
📐 ML Fundamentals
deeplearning.ai's Heroes of Deep Learning: Dawn Song
DeepLearningAI Intermediate 7y ago
Deep Fakes
📐 ML Fundamentals
Deep Fakes
Data Skeptic Intermediate 7y ago
Illustrated Guide to LSTM's and GRU's: A step by step explanation
📐 ML Fundamentals
Illustrated Guide to LSTM's and GRU's: A step by step explanation
The AI Hacker Intermediate 7y ago
Prepare your data for ML  | Text Classification Tutorial Pt. 1 (Coding TensorFlow)
📐 ML Fundamentals
Prepare your data for ML | Text Classification Tutorial Pt. 1 (Coding TensorFlow)
TensorFlow Intermediate 7y ago
How to the Docker Image for Application of Deep Learning, at Washington University in St. Louis
📐 ML Fundamentals
How to the Docker Image for Application of Deep Learning, at Washington University in St. Louis
Jeff Heaton Intermediate 7y ago
Q&A with Grant Sanderson (3blue1brown)
📐 ML Fundamentals
Q&A with Grant Sanderson (3blue1brown)
3Blue1Brown Intermediate 7y ago
How ML Keeps Shelves Stocked at Home Depot with Pat Woowong - TWiML Talk #175
📐 ML Fundamentals
How ML Keeps Shelves Stocked at Home Depot with Pat Woowong - TWiML Talk #175
The TWIML AI Podcast with Sam Charrington Intermediate 7y ago
De-bug your TensorFlow projects with the PyCharm IDE (TensorFlow Tip of the Week)
📐 ML Fundamentals
De-bug your TensorFlow projects with the PyCharm IDE (TensorFlow Tip of the Week)
TensorFlow Intermediate 7y ago
OpenAI Five: When AI beats professional gamers
📐 ML Fundamentals
OpenAI Five: When AI beats professional gamers
arXiv Insights Intermediate 7y ago
Error detection: Parity checking
📐 ML Fundamentals
Error detection: Parity checking
Ben Eater Intermediate 7y ago
Join Data School Insiders on Patreon!
📐 ML Fundamentals
Join Data School Insiders on Patreon!
Data School Intermediate 7y ago
Machine Learning to Discover Physics and Engineering Principles with Nathan Kutz - #162
📐 ML Fundamentals
Machine Learning to Discover Physics and Engineering Principles with Nathan Kutz - #162
The TWIML AI Podcast with Sam Charrington Intermediate 7y ago
Top 5 Uses of Neural Networks! (A.I.)
📐 ML Fundamentals
Top 5 Uses of Neural Networks! (A.I.)
ColdFusion Intermediate 7y ago
TensorFlow.js - Serve deep learning models with Node.js and Express
📐 ML Fundamentals
TensorFlow.js - Serve deep learning models with Node.js and Express
deeplizard Intermediate 7y ago
My Life Story
📐 ML Fundamentals
My Life Story
Veritasium Intermediate 7y ago
TensorFlow.js - Introducing deep learning with  client-side neural networks
📐 ML Fundamentals
TensorFlow.js - Introducing deep learning with client-side neural networks
deeplizard Intermediate 7y ago
High Speed Internet in a Field - Computerphile
📐 ML Fundamentals
High Speed Internet in a Field - Computerphile
Computerphile Intermediate 7y ago
Discussion, Consumer Tech Stasis? - Computerphile
📐 ML Fundamentals
Discussion, Consumer Tech Stasis? - Computerphile
Computerphile Intermediate 7y ago
Hacked Star Map - Computerphile
📐 ML Fundamentals
Hacked Star Map - Computerphile
Computerphile Intermediate 7y ago
Musical Glove - Computerphile
📐 ML Fundamentals
Musical Glove - Computerphile
Computerphile Intermediate 7y ago
Why Build Colossus? (Bill Tutte) - Computerphile
📐 ML Fundamentals
Why Build Colossus? (Bill Tutte) - Computerphile
Computerphile Intermediate 7y ago
GSM Phone on a Conference Badge - Computerphile
📐 ML Fundamentals
GSM Phone on a Conference Badge - Computerphile
Computerphile Intermediate 7y ago
Exploiting the Tiltman Break - Computerphile
📐 ML Fundamentals
Exploiting the Tiltman Break - Computerphile
Computerphile Intermediate 7y ago
Autodrive Project - Computerphile
📐 ML Fundamentals
Autodrive Project - Computerphile
Computerphile Intermediate 7y ago
Omnidirectional VR Treadmill - Computerphile
📐 ML Fundamentals
Omnidirectional VR Treadmill - Computerphile
Computerphile Intermediate 7y ago
How Software Deals with Key Presses - Computerphile
📐 ML Fundamentals
How Software Deals with Key Presses - Computerphile
Computerphile Intermediate 7y ago
Build a neural network to perform classification | TensorFlow.js (Coding TensorFlow)
📐 ML Fundamentals
Build a neural network to perform classification | TensorFlow.js (Coding TensorFlow)
TensorFlow Intermediate 7y ago
What Happens When I Press a Key? - Computerphile
📐 ML Fundamentals
What Happens When I Press a Key? - Computerphile
Computerphile Intermediate 7y ago
Using CP/M - Computerphile
📐 ML Fundamentals
Using CP/M - Computerphile
Computerphile Intermediate 7y ago
Driverless Pods - Computerphile
📐 ML Fundamentals
Driverless Pods - Computerphile
Computerphile Intermediate 7y ago
First Microcomputer OS: CP/M - Computerphile
📐 ML Fundamentals
First Microcomputer OS: CP/M - Computerphile
Computerphile Intermediate 7y ago
Brian Kernighan Q&A 3/3 - Computerphile
📐 ML Fundamentals
Brian Kernighan Q&A 3/3 - Computerphile
Computerphile Intermediate 7y ago
Brian Kernighan Q&A 2/3 - Computerphile
📐 ML Fundamentals
Brian Kernighan Q&A 2/3 - Computerphile
Computerphile Intermediate 7y ago
Brian Kernighan Q&A - Computerphile
📐 ML Fundamentals
Brian Kernighan Q&A - Computerphile
Computerphile Intermediate 7y ago
How to use TensorFlow in PyCharm (TensorFlow Tip of the Week)
📐 ML Fundamentals
How to use TensorFlow in PyCharm (TensorFlow Tip of the Week)
TensorFlow Intermediate 7y ago
Video Streaming Problems - Computerphile
📐 ML Fundamentals
Video Streaming Problems - Computerphile
Computerphile Intermediate 7y ago
Inside a Crypto-Mining Operation - Computerphile
📐 ML Fundamentals
Inside a Crypto-Mining Operation - Computerphile
Computerphile Intermediate 7y ago
Where GREP Came From - Computerphile
📐 ML Fundamentals
Where GREP Came From - Computerphile
Computerphile Intermediate 7y ago
Automating Complex Internal Processes with AI, w/ Alexander Chukovski - #161
📐 ML Fundamentals
Automating Complex Internal Processes with AI, w/ Alexander Chukovski - #161
The TWIML AI Podcast with Sam Charrington Intermediate 7y ago
Binary Coded Decimal (BCD) & Douglas Adams' 42 - Computerphile
📐 ML Fundamentals
Binary Coded Decimal (BCD) & Douglas Adams' 42 - Computerphile
Computerphile Intermediate 7y ago
How a Global Energy Company Adopts ML & AI with Nicholas Osborn - #150
📐 ML Fundamentals
How a Global Energy Company Adopts ML & AI with Nicholas Osborn - #150
The TWIML AI Podcast with Sam Charrington Intermediate 7y ago
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Computer Vision Fundamentals with Google Cloud
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Computer Vision Fundamentals with Google Cloud
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 Unsupervised Machine Learning
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Unsupervised Machine Learning
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AWS Certified AI Practitioner
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AWS Certified AI Practitioner
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Machine Learning in the Enterprise
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Self-paced
Machine Learning in the Enterprise
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Harden AI: Secure Your ML Pipelines
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Self-paced
Harden AI: Secure Your ML Pipelines
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The Ultimate Hands-On Hadoop
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Self-paced
The Ultimate Hands-On Hadoop
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