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The spelled-out intro to neural networks and backpropagation: building micrograd2:25:52

The spelled-out intro to neural networks and backpropagation: building micrograd

4.4M views • 4 years ago
Andrej Karpathy
Andrej Karpathy's first Neural Networks: Zero to Hero lecture, which builds micrograd, a tiny autograd engine, from scratch in Python. It explains backpropagation and neural network training step by step, assuming only basic Python and some high-school calculus.
Neural Networks Demystified [Part 1: Data and Architecture]3:07

Neural Networks Demystified [Part 1: Data and Architecture]

838K views • 12 years ago
Welch Labs
The first of a short series by Welch Labs on building a complete neural network in Python. It introduces the data and the architecture of a simple network before later parts cover forward propagation, gradient descent, and backpropagation.
Euler's formula with introductory group theory24:28

Euler's formula with introductory group theory

2.8M views • 9 years ago
3Blue1Brown
3Blue1Brown builds intuition for Euler's formula, e^(pi i) = -1, using the core ideas of group theory. It treats exponentiation geometrically as rotation and scaling instead of repeated multiplication.
Growing Human Neurons on a Home Made Electrode Array17:19

Growing Human Neurons on a Home Made Electrode Array

3.4M views • 6 years ago
The Thought Emporium
The Thought Emporium builds a homemade multi-electrode array, grows human neurons on it and attempts to take readings. It is the first part of a series aimed at connecting living neurons to a computer.
What is Euler's formula actually saying? | Ep. 4 Lockdown live math51:16

What is Euler's formula actually saying? | Ep. 4 Lockdown live math

1.7M views • 6 years ago
3Blue1Brown
A 3Blue1Brown live lockdown math episode asking what Euler's formula e^(pi i) is actually saying. It builds intuition through exponentials, rotation and vectors landing on the unit circle.
But what is a neural network? | Deep learning chapter 118:40

But what is a neural network? | Deep learning chapter 1

25.1M views • 9 years ago
3Blue1Brown
3Blue1Brown's first chapter on deep learning explains what neurons and layers are and the math underlying a basic neural network, using handwritten digit recognition with visual animations.
Playing a Neural Network's version of GTA V: GAN Theft Auto17:08

Playing a Neural Network's version of GTA V: GAN Theft Auto

766K views • 5 years ago
sentdex
Sentdex demonstrates GAN Theft Auto, a GameGAN-based neural network that recreates GTA V so the network itself is the playable environment. He shows the results and releases the code.
Growing Living Rat Neurons To Play... DOOM? | Part 127:10

Growing Living Rat Neurons To Play... DOOM? | Part 1

4.5M views • 3 years ago
The Thought Emporium
The Thought Emporium grows living rat neurons on an electrode array and tries to train them to play Doom. It is part of a series on biological computing.
The British Museum is full of stolen artifacts9:33

The British Museum is full of stolen artifacts

6.7M views • 6 years ago
Vox
A Vox explainer on how many of the British Museum's treasures were taken during British imperial rule, focusing on the Benin Bronzes and requests for their return.
The Extreme Engineering of ASML’s EUV Light Source17:20

The Extreme Engineering of ASML’s EUV Light Source

698K views • 4 years ago
Asianometry
Asianometry explains the EUV light source inside ASML's lithography machines, where lasers hit falling tin droplets twice to produce 13.5 nm light. It walks through the engineering of the droplet generator, the pre-pulse and main laser, and the plasma that results.
Net Neutrality: Last Week Tonight with John Oliver (HBO)13:18

Net Neutrality: Last Week Tonight with John Oliver (HBO)

16.6M views • 12 years ago
LastWeekTonight
John Oliver's 13-minute Last Week Tonight segment explains the 2014 net neutrality fight over cable companies creating unequal internet speeds. It uses comedy to make a dull regulatory topic engaging and tells viewers how to comment to the FCC.
Ross's Game Dungeon: Deus Ex39:52

Ross's Game Dungeon: Deus Ex

1.5M views • 10 years ago
Accursed Farms
Ross Scott's Game Dungeon episode on Deus Ex, a long review of the game covering its narrative, politics and economic philosophy as well as its design.
George Carlin - Euphemisms9:01

George Carlin - Euphemisms

6.3M views • 13 years ago
poyani
A George Carlin stand-up bit on euphemisms, tracing how language gets softened, such as shell shock becoming PTSD, until it loses its emotional force.
Vitalik Buterin: Ethereum, Cryptocurrency, and the Future of Money | Lex Fridman Podcast #801:35:04

Vitalik Buterin: Ethereum, Cryptocurrency, and the Future of Money | Lex Fridman Podcast #80

2.2M views • 6 years ago
Lex Fridman
Lex Fridman interviews Ethereum co-creator Vitalik Buterin about Ethereum, cryptocurrency and the future of money. The conversation also touches on technical topics such as quantum computing and mining.
Is the EU Democratic? Does Your Vote Matter?7:55

Is the EU Democratic? Does Your Vote Matter?

5.6M views • 7 years ago
Kurzgesagt – In a Nutshell
Kurzgesagt explains how the European Union is governed, how its officials are elected or appointed, and whether a citizen's vote actually matters.
Yes Minister — Why Britain Joined the European Union1:45

Yes Minister — Why Britain Joined the European Union

1.8M views • 10 years ago
Hostis Humani Generis
A short Yes Minister clip in which the civil servant explains why Britain joined the European Union, delivered as satire of British foreign policy.
Yanis Varoufakis exposes Europe's energy scam9:33

Yanis Varoufakis exposes Europe's energy scam

315K views • 3 years ago
DiEM25
Yanis Varoufakis argues that Europe's electricity price spikes stem from how the energy market was designed and privatised, plus corporate profiteering. He proposes ways out.
George Carlin - Euphemisms & political correctness9:28

George Carlin - Euphemisms & political correctness

513K views • 10 years ago
aaron pryor
A George Carlin routine on euphemisms and political correctness, tracing how shell shock became PTSD. The uploader adds context about euphemism in political language.
Unveiling High NA EUV | ASML1:39

Unveiling High NA EUV | ASML

573K views • 2 years ago
ASML
ASML's short promotional fly-through of its High NA EUV lithography platform, the TWINSCAN EXE, which supports 8-nanometer resolution. It shows the machine's internals including advanced anamorphic optics.
Reusable Falcon 9 Launcher from Space-X!3:58

Reusable Falcon 9 Launcher from Space-X!

124K views • 15 years ago
Devon
A SpaceX concept animation showing the planned fully reusable Falcon 9, with both first and second stages performing vertical landings.
Europe Is Actually Five Different Groups of Countries5:51

Europe Is Actually Five Different Groups of Countries

14.9M views • 13 years ago
CGP Grey
A short CGP Grey explainer on the overlapping and inconsistent membership arrangements of European countries across the EU, Schengen, the euro and the EEA. It shows why "the EU" is full of exceptions.
The History of Europe: Every Year11:45

The History of Europe: Every Year

33.9M views • 8 years ago
Cottereau
An animated map showing the borders and populations of European countries for every year since 400 BC. Vassal states and colonies are excluded from population counts.
Yes Minister explains the EEC (EU)4:00

Yes Minister explains the EEC (EU)

3.5M views • 10 years ago
Rex Lupis
A short clip from the British sitcom Yes Minister in which Sir Humphrey cynically explains to Jim Hacker why European nations joined the common market.
MarI/O - Machine Learning for Video Games5:58

MarI/O - Machine Learning for Video Games

11.5M views • 11 years ago
SethBling
SethBling shows MarI/O, a program using neural networks and the NEAT genetic algorithm to learn to play Super Mario World. The description links the source code, the paper and background reading.
Topic match · Machine learning & deep learning
The Neuroscience of Consciousness – with Anil Seth1:00:14

The Neuroscience of Consciousness – with Anil Seth

1.9M views • 9 years ago
The Royal Institution
Neuroscientist Anil Seth gives a Royal Institution lecture on the science of consciousness. He separates conscious level, content and self, and argues that experience arises from the brain's predictive inference.
e^(iπ) in 3.14 minutes, using dynamics | DE54:08

e^(iπ) in 3.14 minutes, using dynamics | DE5

3.4M views • 7 years ago
3Blue1Brown
A short 3Blue1Brown video explaining Euler's formula e^(i*pi) = -1 through dynamics, treating velocity as the thing that moves a point to a new position. It builds geometric intuition for why an exponent with i produces rotation.
Topic match · Pure mathematics
Gradient descent, how neural networks learn | Deep Learning Chapter 220:33

Gradient descent, how neural networks learn | Deep Learning Chapter 2

9.7M views • 9 years ago
3Blue1Brown
3Blue1Brown's second neural network chapter explains cost functions and gradient descent, showing how a network learns by minimizing error during training.
Will AI outsmart human intelligence? - with 'Godfather of AI' Geoffrey Hinton47:15

Will AI outsmart human intelligence? - with 'Godfather of AI' Geoffrey Hinton

878K views • 1 year ago
The Royal Institution
Geoffrey Hinton's 2025 Royal Institution Discourse on what AI has learned from biological intelligence and how it might surpass it. He explains neural networks and argues that human language use resembles what backpropagation-trained networks do.
Topic match · Machine learning & deep learning
The Neuroanatomy of ADHD and thus how to treat ADHD - CADDAC - Dr Russel Barkley part 3ALL37:56

The Neuroanatomy of ADHD and thus how to treat ADHD - CADDAC - Dr Russel Barkley part 3ALL

1.3M views • 12 years ago
Adhd Videos
Dr. Russell Barkley lectures on the neuroanatomy of ADHD and how to treat it, linking executive function and working memory to the disorder. It is part 3 of a CADDAC series.
Hyperbolica: A Non-Euclidean Adventure [Old Trailer]0:51

Hyperbolica: A Non-Euclidean Adventure [Old Trailer]

662K views • 6 years ago
CodeParade
The old announcement trailer for Hyperbolica, CodeParade's Unity game set in hyperbolic and spherical space. The creator has since posted devlog videos on building it.
Category Theory in Life - Eugenia Cheng40:39

Category Theory in Life - Eugenia Cheng

113K views • 9 years ago
Lambda World
Eugenia Cheng gives the opening keynote at Lambda World 2017, presenting category theory as very abstract algebra whose abstraction gives it broad applicability. She applies it to everyday questions including privilege and prejudice.
How Your Brain Works & Changes1:02:31

How Your Brain Works & Changes

2.1M views • 5 years ago
Andrew Huberman
Andrew Huberman introduces how the nervous system produces sensation, emotion and behavior, and how neuroplasticity lets us change it. It covers neurons, synapses, brain chemicals and the rhythms governing focus, learning and sleep.
Topic match · Neuroscience & the brain
Elon Musk - CEO of Tesla Motors and SpaceX | Entrepreneurship | Khan Academy48:42

Elon Musk - CEO of Tesla Motors and SpaceX | Entrepreneurship | Khan Academy

7M views • 13 years ago
Khan Academy
Sal Khan interviews Elon Musk in a 2013 Khan Academy entrepreneurship series. Musk discusses PayPal, rocket efficiency and reusability, and how he approaches education and learning.
Sebastian Seung: I am my connectome22:35

Sebastian Seung: I am my connectome

267K views • 16 years ago
TED
Sebastian Seung's TED talk introduces the connectome, the map of neural connections he argues defines each person. He explains how mapping it could change how we understand brains and minds.
Dr. Matthew Phillips - 'Metabolic Strategies as Therapies in Cancer and Neurodegeneration'27:20

Dr. Matthew Phillips - 'Metabolic Strategies as Therapies in Cancer and Neurodegeneration'

54K views • 4 years ago
Low Carb Down Under
Neurologist Dr. Matthew Phillips talks at Low Carb Gold Coast 2022 about fasting and ketogenic diets as therapies for cancer and neurodegenerative disease. He focuses on mitochondrial dysfunction and brain energy metabolism.
Geoffrey Hinton talk "What is wrong with convolutional neural nets ?"1:11:36

Geoffrey Hinton talk "What is wrong with convolutional neural nets ?"

200K views • 9 years ago
trwappers
Geoffrey Hinton gives an MIT talk on what is wrong with convolutional neural networks and introduces his capsules project. The description points to the capsule network papers.
Lecture 1 | Introduction to Convolutional Neural Networks for Visual Recognition57:57

Lecture 1 | Introduction to Convolutional Neural Networks for Visual Recognition

2.9M views • 9 years ago
Stanford University School of Engineering
The first lecture of Stanford's CS231n course on convolutional neural networks for visual recognition. It surveys the history and key challenges of computer vision, from the Cambrian explosion and Hubel and Wiesel to ImageNet.
Neurosurgeon pioneers Alzheimer's, addiction treatments using ultrasound | 60 Minutes26:38

Neurosurgeon pioneers Alzheimer's, addiction treatments using ultrasound | 60 Minutes

1.4M views • 2 years ago
60 Minutes
A 60 Minutes report on neurosurgeon Ali Rezai using focused ultrasound on the brain to treat Alzheimer's and addiction. It shows experiments opening the blood-brain barrier and targeting addiction-related regions.
Neural Network Learns The Physics of Fluids and Smoke | Two Minute Papers #1185:26

Neural Network Learns The Physics of Fluids and Smoke | Two Minute Papers #118

209K views • 9 years ago
Two Minute Papers
Two Minute Papers covers a paper on speeding up fluid and smoke simulation with convolutional networks. It contrasts the approach with earlier regression forest methods.
Guy Kawasaki: The Top 10 Mistakes of Entrepreneurs1:23:58

Guy Kawasaki: The Top 10 Mistakes of Entrepreneurs

1.4M views • 13 years ago
UC Berkeley Haas
Guy Kawasaki's UC Berkeley Haas talk on the top ten mistakes entrepreneurs make, covering a startup from inception to exit.