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📐 ML Fundamentals

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

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Apple 2 Floppy Disk Codes - Computerphile
ML Fundamentals
Apple 2 Floppy Disk Codes - Computerphile
Computerphile Intermediate 9y ago
Math of Misinformation - UCLA School Shooting
ML Fundamentals
Math of Misinformation - UCLA School Shooting
ritvikmath Intermediate 9y ago
Cookie Stealing - Computerphile
ML Fundamentals
Cookie Stealing - Computerphile
Computerphile Intermediate 9y ago
Build a Movie Recommender - Machine Learning for Hackers #4
ML Fundamentals
Build a Movie Recommender - Machine Learning for Hackers #4
Siraj Raval Intermediate 9y ago
Creating Our K Nearest Neighbors Algorithm - Practical Machine Learning with Python p.16
ML Fundamentals
Creating Our K Nearest Neighbors Algorithm - Practical Machine Learning with Python p.16
sentdex Intermediate 9y ago
Inside the Svalbard Seed Vault
ML Fundamentals
Inside the Svalbard Seed Vault
Veritasium Intermediate 9y ago
Testing our computer's registers - 8-bit register - Part 5
ML Fundamentals
Testing our computer's registers - 8-bit register - Part 5
Ben Eater Intermediate 9y ago
Building an 8-bit register - 8-bit register - Part 4
ML Fundamentals
Building an 8-bit register - 8-bit register - Part 4
Ben Eater Intermediate 9y ago
Coursera Learner Story: Fighting Sexual Abuse With Social Psychology
ML Fundamentals
Coursera Learner Story: Fighting Sexual Abuse With Social Psychology
Coursera Intermediate 9y ago
How to program the Best Fit Slope - Practical Machine Learning Tutorial with Python p.8
ML Fundamentals
How to program the Best Fit Slope - Practical Machine Learning Tutorial with Python p.8
sentdex Intermediate 9y ago
Finding Optimal Paths - Dynamic Programming
ML Fundamentals
Finding Optimal Paths - Dynamic Programming
ritvikmath Intermediate 10y ago
Why Anecdotes Trump Data
ML Fundamentals
Why Anecdotes Trump Data
Veritasium Intermediate 10y ago
CS231n Winter 2016: Lecture 15: Invited Talk by Jeff Dean
ML Fundamentals
CS231n Winter 2016: Lecture 15: Invited Talk by Jeff Dean
Andrej Karpathy Intermediate 10y ago
Deep Learning Program Learns to Paint | Two Minute Papers #49
ML Fundamentals
Deep Learning Program Learns to Paint | Two Minute Papers #49
Two Minute Papers Intermediate 10y ago
CS231n Winter 2016: Lecture 11: ConvNets in practice
ML Fundamentals
CS231n Winter 2016: Lecture 11: ConvNets in practice
Andrej Karpathy Intermediate 10y ago
Breaking Deep Learning Systems With Adversarial Examples | Two Minute Papers #43
ML Fundamentals
Breaking Deep Learning Systems With Adversarial Examples | Two Minute Papers #43
Two Minute Papers Intermediate 10y ago
"Hypnotik"
ML Fundamentals
"Hypnotik"
Skip Price Intermediate 10y ago
Fractal charm: Space filling curves
ML Fundamentals
Fractal charm: Space filling curves
3Blue1Brown Intermediate 10y ago
Anti-Counterfeiting & Conductive Inks - Computerphile
ML Fundamentals
Anti-Counterfeiting & Conductive Inks - Computerphile
Computerphile Intermediate 9y ago
BGP: Border Gateway Protocol - Computerphile
ML Fundamentals
BGP: Border Gateway Protocol - Computerphile
Computerphile Intermediate 9y ago
Designing and building a 1-bit register - 8 bit register - Part 3
ML Fundamentals
Designing and building a 1-bit register - 8 bit register - Part 3
Ben Eater Intermediate 9y ago
Tri-state logic: Connecting multiple outputs together - 8 bit register - Part 2
ML Fundamentals
Tri-state logic: Connecting multiple outputs together - 8 bit register - Part 2
Ben Eater Intermediate 9y ago
EXTRA BITS: SGML HTML XML - Computerphile
ML Fundamentals
EXTRA BITS: SGML HTML XML - Computerphile
Computerphile Intermediate 9y ago
Paxos Agreement - Computerphile
ML Fundamentals
Paxos Agreement - Computerphile
Computerphile Intermediate 9y ago
SGML HTML XML What's the Difference? (Part 1) - Computerphile
ML Fundamentals
SGML HTML XML What's the Difference? (Part 1) - Computerphile
Computerphile Intermediate 9y ago
Botnets - Computerphile
ML Fundamentals
Botnets - Computerphile
Computerphile Intermediate 10y ago
Sillyfish
ML Fundamentals
Sillyfish
ritvikmath Intermediate 10y ago
K-Means Clustering - Predicting Weather Geography
ML Fundamentals
K-Means Clustering - Predicting Weather Geography
ritvikmath Intermediate 10y ago
AI's Game Playing Challenge - Computerphile
ML Fundamentals
AI's Game Playing Challenge - Computerphile
Computerphile Intermediate 10y ago
Secure Web Browsing - Computerphile
ML Fundamentals
Secure Web Browsing - Computerphile
Computerphile Intermediate 10y ago
Clock logic - 8-bit computer clock - part 4
ML Fundamentals
Clock logic - 8-bit computer clock - part 4
Ben Eater Intermediate 10y ago
Bistable 555 - 8-bit computer clock - part 3
ML Fundamentals
Bistable 555 - 8-bit computer clock - part 3
Ben Eater Intermediate 10y ago
Monostable 555 timer - 8-bit computer clock - part 2
ML Fundamentals
Monostable 555 timer - 8-bit computer clock - part 2
Ben Eater Intermediate 10y ago
Astable 555 timer - 8-bit computer clock - part 1
ML Fundamentals
Astable 555 timer - 8-bit computer clock - part 1
Ben Eater Intermediate 10y ago
Mixed Reality Continuum - Computerphile
ML Fundamentals
Mixed Reality Continuum - Computerphile
Computerphile Intermediate 10y ago
D flip-flop
ML Fundamentals
D flip-flop
Ben Eater Intermediate 10y ago
D latch
ML Fundamentals
D latch
Ben Eater Intermediate 10y ago
Mobile Chip Design - Computerphile
ML Fundamentals
Mobile Chip Design - Computerphile
Computerphile Intermediate 10y ago
SR latch
ML Fundamentals
SR latch
Ben Eater Intermediate 10y ago
CS231n Winter 2016: Lecture 10: Recurrent Neural Networks, Image Captioning, LSTM
ML Fundamentals
CS231n Winter 2016: Lecture 10: Recurrent Neural Networks, Image Captioning, LSTM
Andrej Karpathy Intermediate 10y ago
CS231n Winter 2016: Lecture 9: Visualization, Deep Dream, Neural Style, Adversarial Examples
ML Fundamentals
CS231n Winter 2016: Lecture 9: Visualization, Deep Dream, Neural Style, Adversarial Examples
Andrej Karpathy Intermediate 10y ago
CS231n Winter 2016: Lecture 8: Localization and Detection
ML Fundamentals
CS231n Winter 2016: Lecture 8: Localization and Detection
Andrej Karpathy Intermediate 10y ago
Angle Brackets - Computerphile
ML Fundamentals
Angle Brackets - Computerphile
Computerphile Intermediate 10y ago
CS231n Winter 2016: Lecture 7: Convolutional Neural Networks
ML Fundamentals
CS231n Winter 2016: Lecture 7: Convolutional Neural Networks
Andrej Karpathy Intermediate 10y ago
3D Rock Art Scanner - Computerphile
ML Fundamentals
3D Rock Art Scanner - Computerphile
Computerphile Intermediate 10y ago
CS231n Winter 2016: Lecture 5: Neural Networks Part 2
ML Fundamentals
CS231n Winter 2016: Lecture 5: Neural Networks Part 2
Andrej Karpathy Intermediate 10y ago
Computers Without Memory - Computerphile
ML Fundamentals
Computers Without Memory - Computerphile
Computerphile Intermediate 10y ago
ARM Don't Make Computer Chips - Computerphile
ML Fundamentals
ARM Don't Make Computer Chips - Computerphile
Computerphile Intermediate 10y ago
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AWS AutoGluon for Machine Learning Classification
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Carbon Aware Computing for GenAI Developers
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Introduction to Thermodynamics: Transferring Energy from Here to There
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Introduction to Thermodynamics: Transferring Energy from Here to There
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AI Fundamentals for Non-Data Scientists
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Machine Learning with Small Data Part 1
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Machine Learning with Small Data Part 1
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