Neural Netowrks - Backpropagation

Why it's on BrighterTube

Editorial review · 85% confidence

Full-course playlist 'Optimisation for Machine Learning: Theory and Implementation (Hindi)' from a curated course list (Optimisation for Machine Learning: Theory and Implementation (Hindi) - IIT); uploader is official; playlist judged: Full NPTEL-produced university course covering linear algebra, optimization theory, and ML foundations with substantive lecture-length videos from the official institute channel.; title passed a strict title check; oEmbed verified.

What you'll learn

A 19-minute video from NPTEL-NOC IITM: “Neural Netowrks - Backpropagation”.

Programming & CS

Video by NPTEL-NOC IITM, played through YouTube's embedded player.

53:34

Gradient Descent -2 NPTEL-NOC IITMProgramming & CS

25:50

Optimisation - Second Order Optimality Condition NPTEL-NOC IITMProgramming & CS

But what is a neural network? | Deep learning chapter 1 3Blue1BrownScience & Math25.1M views

Let's build GPT: from scratch, in code, spelled out.Andrej KarpathyProgramming & CS8.21M views

Transformers, the tech behind LLMs | Deep Learning Chapter 5 3Blue1BrownProgramming & CS11.6M views

The spelled-out intro to neural networks and backpropagation: building micrograd Andrej KarpathyProgramming & CS4.41M views

8 Bit & '8 Bitish' Graphics-Outside the Box GDC Festival of GamingArt & Design568K views

Lecture 1A: Overview and Introduction to Lisp MIT OpenCourseWareProgramming & CS421K views

24:26

The Beauty of Bézier Curves Freya HolmérProgramming & CS2.23M views

What the heck is the event loop anyway? | Philip Roberts | JSConf EU JSConfProgramming & CS3.8M views

1:01:39

"Simple Made Easy" - Rich Hickey (2011)Strange Loop ConferenceProgramming & CS220K views

2:27:41

CS50x 2024 - Lecture 1 - C CS50Programming & CS1.41M views

53:34

Gradient Descent -2

NPTEL-NOC IITM

A 54-minute video from NPTEL-NOC IITM: “Gradient Descent -2”.

25:50

Optimisation - Second Order Optimality Condition

NPTEL-NOC IITM

A 26-minute video from NPTEL-NOC IITM: “Optimisation - Second Order Optimality Condition”.

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

3Blue1Brown25.1M views

Builds up what a neural network actually is — neurons as numbers, layers, weights and biases — using handwritten-digit recognition as the running example.

Let's build GPT: from scratch, in code, spelled out.

Andrej Karpathy8.21M views

Building a GPT-style language model from scratch in code, following 'Attention Is All You Need'.

Transformers, the tech behind LLMs | Deep Learning Chapter 5

3Blue1Brown11.6M views

How transformer models (the 'T' in GPT) turn text into vectors and predict the next token, step by step.

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

Andrej Karpathy4.41M views

Building micrograd, a tiny autograd engine, to understand backpropagation completely.

8 Bit & '8 Bitish' Graphics-Outside the Box

GDC Festival of Gaming568K views

Mark Ferrari shows how 8-bit era artists used palette cycling, dithering and tile tricks to get rich images out of tiny palettes.

Lecture 1A: Overview and Introduction to Lisp

MIT OpenCourseWare421K views

Lecture 1A of Abelson and Sussman's 1986 Structure and Interpretation of Computer Programs course: what computer science is about, and an introduction to Lisp.

24:26

The Beauty of Bézier Curves

Freya Holmér2.23M views

Freya Holmér builds Bézier curves from linear interpolation up, covering de Casteljau's algorithm, derivatives, arc length and their use in games and graphics.

What the heck is the event loop anyway? | Philip Roberts | JSConf EU

JSConf3.8M views

Philip Roberts explains the JavaScript runtime: call stack, web APIs, the callback queue and the event loop, with a visualiser that makes asynchronous execution concrete.

1:01:39

"Simple Made Easy" - Rich Hickey (2011)

Strange Loop Conference220K views

Rich Hickey distinguishes 'simple' (not intertwined) from 'easy' (familiar), and argues for designing software by reducing complexity rather than chasing convenience.

2:27:41

CS50x 2024 - Lecture 1 - C

CS501.41M views

CS50x 2024 lecture 1: an introduction to C — syntax, types, conditionals, loops and compiling.