ShravaniD

existing in a timeless and a slightly ridiculous abyss

[Jaydeep @_jaydeepkarale]

Idempotency vs Deduplication. What's the difference?

[sankit @sankitdev]

https://t.co/4XfCmllzDd

wtf this is free??? 💀 Your one-stop place to revise tech for interviews.

[Dhruv kumar @Dhruvkumar16797]

Professor jiang breaks down how to actually win at life using game Theory, In just 4 minutes

[Hanako @hanakoxbt]

Google Brain founder, Andrew Ng:

"Prompting will be dead in 6 months. Loops and graphs are replacing it."

in 100 minutes at Stanford he shows how to build agents that finish the work and sharpen themselves

LLMs → Agents → Loops → Graphs

the first 15 minutes go past where most $500 AI courses stop

most people are still learning prompts while the leverage moved two layers up

same model, same tokens, and the only thing that changes is the shape you run it in

watch the lecture today, then save the full graph engineering guide below

[Reads with Ravi @readswithravi]

“Study microeconomics, game theory, psychology, persuasion, ethics, mathematics, and computers.”

— Naval Ravikant

[Andrew Ng @AndrewYNg]

The most important skills in Building and Deploying AI Applications. https://t.co/IyWIKLIzeM

[ShravaniD @shravani_ml]

@Sefyu64 What do you think about ServiceNow ?

[Uday👨‍💻 @uday_devops]

🤖 AI Engineer

Stage 1: Python
Stage 2: Git + GitHub
Stage 3: SQL
Stage 4: Statistics & Linear Algebra
Stage 5: Machine Learning
Stage 6: Deep Learning (PyTorch / TensorFlow)
Stage 7: LLM Fundamentals
Stage 8: Prompt Engineering
Stage 9: RAG (Retrieval-Augmented Generation)
Stage 10: AI Agents & MCP
Stage 11: AI Deployment (Docker + Cloud)
Stage 12: Build AI applications

🏆 AI Engineer unlocked 🙌

[Reads with Ravi @readswithravi]

James Clear’s simple rule for life that rarely fails:

[Roan @RohOnChain]

My friend applied to 250 tech jobs in two years. No MIT. No Stanford.

Last month Anthropic offered him $750,000.

I asked him how he broke in from zero.

He sent me the exact video that got him in. Anthropic's 2-hour course on how to become an AI engineer in 2026.

Thariq Shihipar shows you exactly how to build AI agents from scratch.

I watched it last night.

Halfway through, I realized I could break into an AI lab in months, not years.

Bookmark this and read the article below.

• 00:00 - AI agent harness
• 23:44 - building AI agent loops
• 56:39 - AI agent context engineering
• 1:33:34 - AI agent deterministic hooks
• 1:50:31 - Anthropic SWE interview process

[Asmit @coolcoder56]

ZOMATO OA for 60LPA

[Kavita @kav_kavi11]

SQL or NoSQL? 🤔

SQL excels at structured data and complex transactions.

NoSQL shines with flexible schemas and horizontal scaling.

Which one do you use the most?

[Reads with Ravi @readswithravi]

James Clear: The ability to bounce back quickly is a key skill in life.

[Swapna Kumar Panda @swapnakpanda]

COVID taught me a lot. It brought a fresh wave in my life.

- Learn Python
- Revise Mathematics (Linear Algebra, Calculus)
- Don't ignore Probability & Statistics
- Learn AI & ML
- Build sufficient projects

I didn't pay a SINGLE PENNY to learn all these. Here's how:

[Jesse Palmer @jesselpalmer]

@engineering_bae I've shared this guide with folks in the past: https://t.co/RCbp5iCdkH

[Chris @criccomini]

The 2nd edition of Designing Data-Intensive Applications, by @martinkl and me, is finished and sent to the printers! Ebooks available next week, and print books in 3–4 weeks. Sigh of relief. 😅

(BTW, this is a good opportunity to support your favourite local bookshop!)

[Tom Dörr @tom_doerr]

Collection of 150 Python programs for stock market analysis

https://t.co/i5rKSBucnD

[Srishti @srishticodes]

I spent 6 months (learning) AI.

This one Github repo could've saved me 5.

Here's what's inside:

Foundation → Advanced
→ Language model basics
→ Tokens and embeddings
→ Transformer architecture explained
→ Text classification techniques

Real-World Applications
→ Semantic search systems
→ RAG implementation guide
→ Prompt engineering mastery
→ Multimodal LLM usage

Build Your Own
→ Create embedding models
→ Fine-tune BERT yourself
→ Train generation models
→ Deploy production systems

Written by Jay Alammar.
Endorsed by Andrew Ng.

No theory overload.
Just practical building.

Repo: https://t.co/PIDKxRZBug

Save for later.
Repost for AI builders.

Check my profile for more resources on AI

[Roan @RohOnChain]

This is the exact Monte Carlo Methodology cheat sheet that Hedge Funds use to extract edge on Prediction Markets like Polymarket

Full breakdown in the article below.

[Ibukun Amosu 🇳🇬🇬🇭 @amosuibk]

Hi All :)

Microsoft is currently offering 100% free exam vouchers for the DP-600 (Analytics Engineer) and DP-700 (Data Engineer) certifications.

If you are working with Data, SQL, or Power BI, this is a great opportunity to get certified for free (and save ~R3,000!).

How to get it:
- Join the Microsoft Fabric Community.
- Complete 3 Cloud Skills modules.
- Register for a Live Session.
- Submit the form before Feb 28, 2026.

It is limited to the first 10,000 applicants, so act fast!

Link to apply: https://t.co/GU9k5hG6N6

#MicrosoftFabric #DataEngineering #PowerBI #Upskilling #SouthAfrica #WomenInTech