Dhamodharan

[sauda moni @sauda_coder]

🚨Leave Netflix tonight.

Watch this 2 h 34 min Stanford class.

It's the clearest, most complete, and brutally honest explanation out there on how ChatGPT and Claude are really built.

From Tokenization and BPE to the Transformer architecture, the training pipeline, and the next-token decoder. No fluff. No marketing. Just the truth.

Doesn't matter if you've never touched a line of AI code or if you spend your days launching Agents: by the end, you'll suddenly connect a ton of pieces you've been trying to fit together for years.

The real core boils down to this:

How text turns into numbers the model can "eat" (BPE tokenization)
The sole mission of a language model: predict the next token
How the Transformer uses Attention so tokens can pass messages to each other
In training, the NLL loss pushes the probability of the entire sequence
In generation, the decoder builds the response token by token

The big-picture view that takes most people years to form… this class delivers it to you complete in one sitting.

Free up your time.
This could be, no exaggeration, the most valuable class you watch this month.

[sauda moni @sauda_coder]

50 websites that can turn a “quick visit” into hours of exploring 🌍

1. https://t.co/e9MzKtH8Ac — Live satellite views
2. https://t.co/F0sYcAhsEB — Track planes worldwide
3. https://t.co/dlD4FsbeZ5 — Track ships in real time
4. https://t.co/enz2psqLq2 — Live weather & storms
5. https://t.co/6WtqMIyIXO — Live lightning strikes
6. https://t.co/rDjMVuFJ9p — Recent earthquakes
7. https://t.co/2hL9AwpAnD @sauda_coder — Explore internet cables
8. https://t.co/OXUHY0vxtW — Monitor global forests
9. https://t.co/3ykvE8xIQm — Live world statistics
10. https://t.co/WIRyI84z3z — Live internet stats
11. https://t.co/WF9Dt2YTJU — Compare country sizes
12. https://t.co/lkLgao8hPE — Explore historical maps
13. https://t.co/62atEjao3d — Historical map archive
14. https://t.co/0roKo8iBFs — Community-built world map
15. https://t.co/t4SwdWbJzL — Windows around the world
16. https://t.co/upNXry1y9K — Virtual city walks
17. https://t.co/0c5Vd0eMlf — Random places worldwide
18. https://t.co/A07775U3oX — Strange places worldwide
19. https://t.co/2LNjVQBuJG — Fun interactive experiments
20. https://t.co/WE3bRUopQP — Atom to universe
21. https://t.co/BlWzVbrKLO — Explore space in 3D
22. https://t.co/F85rw8lZ7F — Interactive sky map
23. https://t.co/DXt3VwPFml — NASA’s daily space image
24. https://t.co/4NjhLkVJzZ — NASA image archive
25. https://t.co/CKAVlLPXI3 — Interactive data stories
26. https://t.co/y6mFbQxfB7 — Global data & insights
27. https://t.co/DkEF24VHkq — Understand global trends
28. https://t.co/w4FExJsjYb — Data visualizations
29. https://t.co/eJbNAd4SBo — World Bank data
30. https://t.co/xyBlo89HIx — Turkey’s official statistics
31. https://t.co/A1aMVlBPFk — Massive digital archive
32. https://t.co/Mq40zmIIEJ — Free classic books
33. https://t.co/IeLWcbvCzB — Explore millions of books
34. https://t.co/YQD3ttZBoy — Library of Congress archive
35. https://t.co/Ix06KBwQyn — Europe’s cultural archive
36. https://t.co/CgTot9xsnm — America’s digital library
37. https://t.co/STGOC79ra4 — Virtual museums
38. https://t.co/HVjvwXZxdj @sauda_coder High-res artworks
39. https://t.co/11ALJRqB12 — Online art collection
40. https://t.co/C0q1e7mBuK — Historical treasures
41. https://t.co/FzLnwbvNFj — Free culture & education
42. https://t.co/DvnRSpu9PG — Explore the Met collection
43. https://t.co/4LzaPivTOn — Explore music genres
44. https://t.co/YRFJAaEZxr — Music by country & decade
45. https://t.co/KRJ5e0TlCK — Wikipedia edits as audio
46. https://t.co/MD4cssnXHm… — Random knowledge
47. https://t.co/SQ0ZFGnCHI — Time & astronomy tools
48. https://t.co/jVSqK5hoZO — Latest science news
49. https://t.co/DO3rXyKDYD — Free research papers
50. https://t.co/HzGCsimVyk — Interactive data visualizations

The internet is much bigger than your usual feed.

🔖 Bookmark this for later.

Follow @sauda_coder for more useful websites & AI tools. 🚀

[Dhamodharan @Dhamodharan_Er]

@ViveKSingh_DC Strategy please.

[Dhamodharan @Dhamodharan_Er]

@sayedihashimi Hi Sayed, Hope you are doing great, I am working on publishing my application using MSBuild, but I got an issue with that and came across your article and even then couldnt resolve the issue. Can you help here?
My issue is:
https://t.co/tCWF1TjWzE

[Dhamodharan @Dhamodharan_Er]

@vijayrkn Hi Vijay, I am Dhamodharan from India, I have an issue with MSBuild and couldnt find solution for this, followed your article as well but couldnt get the solution. Can you help me here.
My issue is:
https://t.co/tCWF1TjWzE

[Dhamodharan @Dhamodharan_Er]

@michaelsoolee Hi @michaelsoolee, I have seen you aws blog and find interesting, so thought you could help me on some aspects.Have a issue in connecting codecommit with local git repo. Also some challenging in Jenkins integration. Could you help on this?

[ಬೆಂಗಳೂರು ನಗರ ಪೊಲೀಸ್‌ BengaluruCityPolice @BlrCityPolice]

This post does not suggest you DUI but to educate about correct legal procedures. If you Ignore & DUI, we'll brief you in person, again :)

[Oneindia Tamil @thatsTamil]

வீரமரணமடைந்த 26 வீரர்களின் குழந்தைகளின் கல்வி செலவை ஏற்கும் கிரிக்கெட் வீரர் கௌதம் கம்பீர்! https://t.co/NpoWhg1GYo

[பசுமை விகடன் @PasumaiVikatan]

சூரியனுக்குப் பதில் எல்.ஈ.டி... குறைந்த தண்ணீர்... அதிக மகசூல்..! விவசாயத்துக்கென ஒரு சாஃப்ட்வேர் https://t.co/6TWMhljr4h

#Bowery

[Kollywood Cinima @KollywoodCinima]

#SaveNeduvasal
#SaveTNfarmers #StopHydrocarbonProject #HydrocarbonProject #SaveFarmers

தயவு செய்து பகிருங்கள். விவசாயம் முக்கியம்.

[பசுமை விகடன் @PasumaiVikatan]

நீங்கள் என்றைக்காவது இந்தமாதிரி விடுமுறை கேட்டதுண��டா?
உண்மையைப் பேசும் மாணவனின் விடுமுறை விண்ணப்பம்...
Photo:#ArulEzhilan

[Tamil The Hindu @TamilTheHindu]

மன்னிப்பு!

[MotorVikatan @MotorVikatan]

சீட் பெல்ட்டின் முக்கியத்துவத்தை, அழகாக உணர்த்தும் விடியோ! #motorvikatan #Seatbelt

[Dhamodharan @Dhamodharan_Er]

Verum 4 varusham thaanam.... https://t.co/9hiphAfSrW

[ShanRo @ShanRo_]

நாலு வருசம் ஜெயிலு 😂😂😂#ADMKGUILTY

[Dhamodharan @Dhamodharan_Er]

Kadai karanga ivlo panatha enga irundhu recollect panuvanga????? https://t.co/QEIMf8qekf

[Kollywood Cinima @KollywoodCinima]

கடை விளம்பரத்திற்கு ₹50 லட்சம் வாங்கும் @NayantharaU #Nayanthara | 1 Hour Shoot Only

[பசுமை விகடன் @PasumaiVikatan]

1970-ல் அரசு அதிகாரிகளின் சம்பளமும்,
நெல், கரும்பின் விலையும்?
ஆட்சியரையே கிறுகிறுக்க வைத்த விவசாயி...
#AgricultureFoodPrice #PasumaiVikatan

[Chennai Memes @memeschennai]

We all fought #petaindia and made #Jallikattu happen. But it is still impossible to fight and get the TV remote when mom is watching serials

[Thanthi TV @ThanthiTV]

தமிழக அரசின் #Jallikattu சட்டத்திற்கு எதிராக தாக்கல் செய்த மனுவை திரும்ப பெற உத்தரவு - மோசடியாக அனுமதி பெற்றதால், #AWBI செயலாளர் நடவடிக்கை

[TN Youngsters Team @TNYoungsterTeam]

போலீஸே தீ வைக்குது !
அமைதியா போராடின மாணவர்கள் இளைஞர்கள் தான் வன்முறையாளர்களாம்.. #ShameOnTNPolice
@TNYoungsterTeam https://t.co/ePghuerqR8

[Kamal Haasan @ikamalhaasan]

What is this. Please explain some one