howtolearnmach1's profile picture. The Machine Learning Sensei

Merlin๐Ÿฆ‰

@howtolearnmach1

The Machine Learning Sensei

็ฝฎ้ ‚

My goal at How to Learn Machine Learning is to guide everybody through the best resources in this vast world, to learn, enjoy, and discover Machine Learning and Artificial Intelligence ๐Ÿฆ‰๐Ÿค–๐Ÿฅท ๐Ÿง‘โ€๐Ÿซ ๐Ÿง Check out our blog ๐Ÿ“š ๐Ÿ’ป howtolearnmachinelearning.com


Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

Of course, the Father of CNNโ€™s (Yann) believes AGI needs a strong vision component (JEPA) And the father of RL (Sutton) believes AGI needs a live-action-reward loop (OaK) But only one, instead says that intelligence is a simple, elegant compression algorithm, in context

iamgingertrash's tweet image. Of course, the Father of CNNโ€™s (Yann) believes AGI needs a strong vision component (JEPA)

And the father of RL (Sutton) 
believes AGI needs a 
live-action-reward loop (OaK)

But only one, 
instead says that 
intelligence is 
a simple, elegant 
compression algorithm, 
in context
iamgingertrash's tweet image. Of course, the Father of CNNโ€™s (Yann) believes AGI needs a strong vision component (JEPA)

And the father of RL (Sutton) 
believes AGI needs a 
live-action-reward loop (OaK)

But only one, 
instead says that 
intelligence is 
a simple, elegant 
compression algorithm, 
in context

Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

there has to be a psychological study on the โ€œKarpathy effectโ€ and why literally everyone in the field loves this guy by heart. he def has the knowledge, he coins lifelong terms by a simple tweet, he drops fact bombs without sounding arrogant. thereโ€™s a thing about how heโ€ฆ

petition to declare a national holiday whenever karpathy drops ๐Ÿ—ฃ๏ธ๐Ÿ—ฃ๏ธ๐Ÿ—ฃ๏ธ

prathamgrv's tweet image. petition to declare a national holiday whenever karpathy drops ๐Ÿ—ฃ๏ธ๐Ÿ—ฃ๏ธ๐Ÿ—ฃ๏ธ


Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

thereโ€™s only one right answer here, the @ylecun definition, and everyone should be able to recite it word for word

sainingxie's tweet image. thereโ€™s only one right answer here, the @ylecun definition, and everyone should be able to recite it word for word

what is a world model?



Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—”๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฎ๐—น ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ (๐—”๐—œ), ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด (๐— ๐—Ÿ), ๐—ฎ๐—ป๐—ฑ ๐—ก๐—ฎ๐˜๐˜‚๐—ฟ๐—ฎ๐—น ๐—Ÿ๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ถ๐—ป๐—ด (๐—ก๐—Ÿ๐—ฃ) , ๐˜๐—ต๐—ฒ ๐˜๐—ฟ๐—ถ๐—ผ ๐˜€๐—ต๐—ฎ๐—ฝ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—ณ๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ. AI is not replacing you - someone who knows AIโ€ฆ

BharukaShraddha's tweet image. ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—”๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฎ๐—น ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ (๐—”๐—œ), ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด (๐— ๐—Ÿ), ๐—ฎ๐—ป๐—ฑ ๐—ก๐—ฎ๐˜๐˜‚๐—ฟ๐—ฎ๐—น ๐—Ÿ๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ถ๐—ป๐—ด (๐—ก๐—Ÿ๐—ฃ) , ๐˜๐—ต๐—ฒ ๐˜๐—ฟ๐—ถ๐—ผ ๐˜€๐—ต๐—ฎ๐—ฝ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—ณ๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ.

AI is not replacing you - someone who knows AIโ€ฆ
BharukaShraddha's tweet image. ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป ๐—”๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฎ๐—น ๐—œ๐—ป๐˜๐—ฒ๐—น๐—น๐—ถ๐—ด๐—ฒ๐—ป๐—ฐ๐—ฒ (๐—”๐—œ), ๐— ๐—ฎ๐—ฐ๐—ต๐—ถ๐—ป๐—ฒ ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด (๐— ๐—Ÿ), ๐—ฎ๐—ป๐—ฑ ๐—ก๐—ฎ๐˜๐˜‚๐—ฟ๐—ฎ๐—น ๐—Ÿ๐—ฎ๐—ป๐—ด๐˜‚๐—ฎ๐—ด๐—ฒ ๐—ฃ๐—ฟ๐—ผ๐—ฐ๐—ฒ๐˜€๐˜€๐—ถ๐—ป๐—ด (๐—ก๐—Ÿ๐—ฃ) , ๐˜๐—ต๐—ฒ ๐˜๐—ฟ๐—ถ๐—ผ ๐˜€๐—ต๐—ฎ๐—ฝ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—ณ๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ.

AI is not replacing you - someone who knows AIโ€ฆ

Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

Harvard Professor reveals the 5-phase path every ML systems engineer follows but almost no one talks about. Completely free, continuously updated and collaboratively developed on GitHub. Link in comments

HeyNina101's tweet image. Harvard Professor reveals the 5-phase path every ML systems engineer follows but almost no one talks about.

Completely free, continuously updated and collaboratively developed on GitHub. 

Link in comments

Aily Labs is on ๐Ÿ”ฅ The Only Decision Intelligence App out there, AI Driven Business Impact ๐Ÿ’ต๐Ÿ’ท They're 1st place in People's Lovie voting. Give then some โค๏ธ + VOTE: vote.lovieawards.com/PublicVoting#/โ€ฆ #Lovies


Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

"Introduction to Machine Learning Systems" - FREE from MIT Press - Authored by Harvard Professor - 2048 Pages To Get It Simply: 1. Retweet & Reply "ML" 2. Follow so that I will DM you.

DAIEvolutionHub's tweet image. "Introduction to Machine Learning Systems"

- FREE from MIT Press
- Authored by Harvard Professor
- 2048 Pages

To Get It Simply:

1. Retweet & Reply "ML"
2. Follow so that I will DM you.

Unluckily for @elonmusk, @ChatGPTapp is becoming the everything appโ€ฆ Doing analysis, brainstorming, creating images, excels, presentations and now shopping via Stripe ๐Ÿ›๏ธ What is next Elon?

howtolearnmach1's tweet image. Unluckily for @elonmusk, @ChatGPTapp is becoming the everything appโ€ฆ

Doing analysis, brainstorming, creating images, excels, presentations and now shopping via Stripe ๐Ÿ›๏ธ

What is next Elon?

Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

ai researchers, a gift for you.

eigenron's tweet image. ai researchers, a gift for you.

ใ€ˆ( .)ใƒŽCheering for Aily Labs in 2nd place for Peopleโ€™s Lovie! RT + VOTE: vote.lovieawards.com/PublicVoting#/โ€ฆใƒฝ(ใ€‚)ไธฟ#Lovies


Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

Sam Altman talks about GPT-8 with David Deutsch, one of the world's most brilliant physicists Sam asks him if GPT8 solved quantum gravity, would that convince him that AGI is achieved. David Deutsch argues the Turing Test is no real measure, LLMs, even "GPT-8" lack trueโ€ฆ


Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

Ilya Sutskever on Comparing AI Systems to Biological & Human Intelligence. Its always so interesting to listen to him. He explains the brainโ€™s adaptability, where children with half their brain removed still function well. And another experiment shows sensory inputs can remapโ€ฆ


Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

Everyone โ€˜knowsโ€™ AGI will either make us all unemployed or fabulously wealthy. Except, a rather brilliant (and chilling) paper from a Yale economist suggests it's neither. It says the economy will boom, and our wages... won't. A bit awkward. I've been digging into this 2025โ€ฆ

IntuitMachine's tweet image. Everyone โ€˜knowsโ€™ AGI will either make us all unemployed or fabulously wealthy. Except, a rather brilliant (and chilling) paper from a Yale economist suggests it's neither.

It says the economy will boom, and our wages... won't. A bit awkward.

I've been digging into this 2025โ€ฆ

Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

~8 minutes in and i can already sense the difference in the abstraction layers at which Dwarkesh and Dr. Sutton operate

eigenron's tweet image. ~8 minutes in and i can already sense the difference in the abstraction layers at which Dwarkesh and Dr. Sutton operate

Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

An introduction with step-by-step examples:

hamptonism's tweet image. An introduction with step-by-step examples:

Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

Matrix multiplication is now a multi-trillion dollar business.


Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

vivek is a monster. everything in just 6 hours?

purusa0x6c's tweet image. vivek is a monster.
everything in just 6 hours?

Merlin๐Ÿฆ‰ ๅทฒ่ฝ‰็™ผ

ml beginners to advanced roadmap in one pic :)

tm23twt's tweet image. ml beginners to advanced roadmap in one pic :)

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