𝖔𝖓𝖊 𝖆𝖇𝖔𝖛𝖊 𝖆𝖑𝖑

Math🔥

[𝖔𝖓𝖊 𝖆𝖇𝖔𝖛𝖊 𝖆𝖑𝖑 @OneAbove_AII]

@sansbarrier சவுக்கின் வளர்ச்சி கண்ணை உறுத்துகிறதா இருந்தாலும் அவர் இதற்குக் கொடுத்த விலை அதிகம் சும்மா சகட்டு மேனிக்கு வன்மத்தை கக்க வேண்டாம் அது எடுபடாது

[Enigma @StoicEnigmas]

Follow these accounts to WIN!

@MoneyQuotesX: Finance Quotes
@StoicEnigmas:Psychology-Philosophy
@FutureEarnedX: Motivational Quotes
@KitCatNightmare: Paranormal Stories
@DrCoryC: Personal Development
@TheDaveyJoness: Independent Artist
@RiddleSphere: Decoding behavior

[灰狐 @huihoo]

保护视力，看纸质书

[𝖔𝖓𝖊 𝖆𝖇𝖔𝖛𝖊 𝖆𝖑𝖑 @OneAbove_AII]

@Seeman4TN அண்ணே நீ benz கார்ல போய் படம் ��ாருண்ணே இளிச்சவாய தமிழர்கள் நாங்க மாடு மேய்க்க போறோம்😭😭

[𝖔𝖓𝖊 𝖆𝖇𝖔𝖛𝖊 𝖆𝖑𝖑 @OneAbove_AII]

@_kabilans அண்ணே அடுத்த குழந்தைக்கு ரெடியாயிட்டார் கார் Size பெருசாயிட்டே போகுது 😛😛

[Sridhar Vembu @svembu]

The DMK ecosystem is attacking me that the school issue I reported was a lie I concocted to help the TVK government. Let me state the facts.

We run two rural schools, both free NIOS schools under the Kalaivani Kalvi Maiyam umbrella, one in rural Tenkasi and the other in rural Theni.

The Theni school was originally started and run by a retired IPS officer, a honest and upright man. He built very nice facilities but had to shut down his CBSE school because the state government demanded too much money to issue the NOC. He told me that as a honest retired officer he did not have the money to pay and they would not issue the NOC otherwise.

He urged us to take over his trust so we could run our free NIOS school in the premises. That is how we started our NIOS school in Theni.

Unlike in Tenkasi, where I live, the Theni school faced occasional harassment from the DMK government because we did not have a state government registration, so we tried getting state government approval again (this time for the state board) and that of course would also cost money. So it was in a limbo.

Meanwhile in Tenkasi we wanted to build new school facilities (we were operating in make-shift facilities, the ones that came in frequent photos) and we applied for DTCP approval to construct the new buildings. Everyone who knows DTCP in our state knows what kind of corruption happened there under the DMK.

We waited patiently for DTCP approval for the new school buildings but the approval never came as long as the DMK was in power. The approval came automatically once the government changed.

It is this DTCP approval that I posted about in X. I want to once again appreciate the refreshing change.

Not only did the approvals come, government people told us not to pay money to anyone for any approvals. I have to appreciate this in public, having endured what we had endured before.

This is the "lie" that DMK wants to attack me on.

I do not need their certificate on my character.
They can examine their conscience and ask why a technology nerd like me who is mostly immersed in code would post these.

If they think I would back down by their vile personal attacks because I am a Brahmin or TVK Stooge or Sanghi or whatever, I will tell them this: unlike you dynasts I grew up with nothing. I studied in Tamil medium schools. I know how to live on nothing. I have dedicated the remainder of my life to make Bharat self reliant in technology while reviving our rural areas, the soul of our eternal sanatana civilization.

I will not be intimidated by their attacks. I am unafraid of death, why would I be afraid of the mere DMK?

And if they had any conscience they can return the money they looted (they know there they keep it) and then they can attack my character.

I will now go back to optimizing the code of our compiler!

[Alok Pathak @1005Alok85200]

Learn AI for free directly from top companies.

1 - Anthropic:
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4 - NVIDIA:
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5 - Microsoft:
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6 - OpenAI:
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7 - IBM:
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8 - AWS:
https://t.co/e5oRT6dPVi

9 - https://t.co/tCOyqZvYdD:
https://t.co/JUsjaicTAK

10 - Hugging Face:
https://t.co/CE9JyIFz5U

Comment "Learning" if you find this helpful.

Repost so others can take help.

Must bookmark for future reference.

[NOVA @Its_Nova1012]

best 10 accounts to follow in AI 👇

• @karpathy → LLMs king
• @steipete → built openclaw
• @gregisenberg → startup ideas king
• @rileybrown → vibecoding king
• @levelsio → startups king
• @marclou → saas king
• @EXM7777 → AI ops + systems king
• @godofprompt → prompting king
• @vasuman → AI agents king
• @MengTo → AI-powered landing pages king

follow them all for a free AI education on your timeline.

[Antonio Lupetti @antoniolupetti]

"Basic Mathematics" by Serge Lang is an excellent book for readers who want to build solid mathematical foundations.

It covers algebra, geometry, trigonometry, complex numbers, matrices, and other introductory topics with clarity and rigor. It is a very useful resource for readers who are approaching advanced mathematics for the first time.

https://t.co/dQbi7mfokx

[𝖔𝖓𝖊 𝖆𝖇𝖔𝖛𝖊 𝖆𝖑𝖑 @OneAbove_AII]

@abhayyy_0103 context?

[𝖔𝖓𝖊 𝖆𝖇𝖔𝖛𝖊 𝖆𝖑𝖑 @OneAbove_AII]

@sansbarrier அந்த ஒருத்தரப்பு கதை மட்டும் தான் அனைவருக்கும் தெரியும் அந்த கதைப்படி பார்த்தால் ஒரு நடிகையோட பழக்கத்திற்காக விவாகரத்து என்பது வேடிக்கை உண்மையாக என்ன நடந்தது என்று சம்பந்தப்பட்ட அந்த இருவரை தவிர வேறு யாருக்கும் தெரியாது அதனால்தான் கருத்து கூற வேண்டாம் என்கிறார்கள்

[𝖔𝖓𝖊 𝖆𝖇𝖔𝖛𝖊 𝖆𝖑𝖑 @OneAbove_AII]

@Udhaystalin இந்த ஈர வெங்காயம் எல்லாம் உள்ள இருக்கும்போது பேசி இருக்கணும் வெளியே அழக்கூடாது 😭😭😭

[Mustafa @oprydai]

programming without math keeps you at the surface.

you can build apps.
write APIs.
move data around.

but the deeper systems need math.

graphics
cryptography
compression
machine learning
simulations
optimization
signal processing

math for programming by ronald t. kneusel

is about the math hiding underneath real software.

not math as classroom decoration.

math as machinery.

vectors tell objects where to move.
matrices transform space.
probability handles uncertainty.
logic structures computation.
calculus tracks change.
number theory secures communication.

the better your math gets,

the more software stops looking like syntax

and starts looking like systems.

[neural nets. @cneuralnetwork]

Books I changed the way I learnt Core CS

- Galvin for OS
- Silberschatz for DBMS
- CLRS for Algorithms
- Foruzan for Networking

[Ashwin Nair 🎴 @AshwinN14729359]

Want to crack backend interviews?

Don't try to learn everything.

Master these 20 topics:

1) Request–Response Cycle
2) REST APIs
3) HTTP Methods & Status Codes
4) Middleware
5) Authentication vs Authorization
6) Event Loop
7) Async/Await & Promises
8) Error Handling
9) Environment Variables
10) Logging & Debugging
11) SQL vs NoSQL
12) Schema Design
13) Indexing
14) Transactions & ACID
15) Database Relationships
16) JWT, Sessions & Cookies
17) Password Hashing
18) Caching & Rate Limiting
19) Scalability Basics
20) API Versioning & Deployment

Master these and most backend interviews become much easier.

[Nalin @nalinrajput23]

- Programming sits on maths.
- Algorithms run on maths.
- Every AI model is maths.
- Machine learning is maths.
- Deep learning is maths.
- Graphics are maths.
- Simulations are maths.
- Cryptography is maths.
- Blockchain is maths.
- Data science is maths.
- Optimization is maths.
- Signal processing is maths.
- Robotics moves because of maths.
- Game engines run because of maths.
- Your entire tech stack survives on maths.

You're still asking if we need math for programming?

[𝖔𝖓𝖊 𝖆𝖇𝖔𝖛𝖊 𝖆𝖑𝖑 @OneAbove_AII]

@Mr_GK_Tamil @bigbangbogan @trulyramshow அடுத்தவர்களை குறை சொல்லி பிழைப்பு ஓட்டாமல் உங்கள் சொந்த காலில் வ���டியோ போடவும்

[𝖔𝖓𝖊 𝖆𝖇𝖔𝖛𝖊 𝖆𝖑𝖑 @OneAbove_AII]

@mkstalin @shanmugamchin10 தலைவரே அஞ்சு வருஷம் சும்மா இருக்க போறோம்னு நல்லா சாப்பிட்டு உடம்பை போட்டுடாதீங்க அப்பப்ப எக்ஸைஸ் பண்ற வீடியோ வெளிய விடுங்க 😭

[Uday👨‍💻 @uday_devops]

Some amazing research papers for AI Engineers

1. Attention is all you need (Transformers)
2. LoRA (Low rank adaption)
3. PEFT ( Parameter Efficient Fine Tuning)
4. VIT (Vision Transformers) 5. VAE (Variational Auto Encoder)
6. GANs ( Generative Adversarial Networks)
7. BERT ( Bidirectional Encoder Representation from Transformers)
8. Diffusion Models (Stable Diffusion)
9. RAG (Retrieval Augment Generation)
10. GPT (Generative Pre-trained Transformers)

[Math Hub @mathhub_vn]

Euler does the math, Ramanujan just knows the math.