Arvind Choudhary

The thing which you are seeking is seeking you

[Arvind Choudhary @25arvind09]

@_vatsalasingh 18lakhs ki gadi if taking on loan it will cost around 22-23 lakhs...
Ye jo 5 lakhs wo kaha adjust karoge?

[Arvind Choudhary @25arvind09]

@sresth880 @jpsin1 Ohhh I missed noticing that... Thanks

[Arvind Choudhary @25arvind09]

@Gabbar0099 Even she didn't say thanks

[Arvind Choudhary @25arvind09]

@AMIT_GUJJU It's not Saurabh's fault, it's the one who even thought of casting him.

[Arvind Choudhary @25arvind09]

@VistaarNews At least dulha ki jaan bacha gayi

[Arvind Choudhary @25arvind09]

@DuttShekhar In 80's and 90's government was taking a 'fore sighted' decision.

Today the government takes "For sighted" decision.

🤣🤣🤣

[Arvind Choudhary @25arvind09]

@TansuYegen Useless product

[Puneet Patwari @system_monarch]

I have 12 years of experience and working as a Principal Engineer @Atlassian and I have seen concurrency scaring the hell out of a lot of junior engineers.

It’s one of the most feared topics in system design & backend interviews — race conditions, deadlocks, thread pools… you name it.

But once you internalize these 20 must-know concepts, everything clicks.

Save this thread. Read till the end.
Your future interviews and production systems will thank you.

[Arvind Choudhary @25arvind09]

@san_x_m It gets transferred very easily online, within hardly a week..

[Arvind Choudhary @25arvind09]

@omkarvelankar @kuttrapali26 Just layman's explanation.

Bear like drinking beer, market stumbles like a drunk person, misguided, want to go somewhere, go somewhere else.

Bull like drinking red Bull... Market gets wings... Flies no matter what happens in the world.

Heheh

[Arvind Choudhary @25arvind09]

@Shahnawazreport Bevkoof larki wale hai... IAS position can easily be cross checked, that too in today's world of Chatgpt, claude, gemini.... Within a sec

Larki ka baap dimaag se paidal hoga jo 40+ lakhs kharcha kar diya... Aur poore khandaan me ek bhi aadmi aissa nahi tha jo padha likha ho?

[Arvind Choudhary @25arvind09]

@amshilparaghu What is the use of the glass floor at home? Useless

[Dhairya @dkare1009]

🚨 MIT just dropped their entire AI library for FREE.
Yes... the same MIT that trains the world’s top AI researchers.

If you want to learn AI properly (not YouTube shortcuts), this is a goldmine 🧠⚡

Here’s the roadmap 👇

🧩 FOUNDATION LEVEL

1️⃣ Foundations of Machine Learning
→ Core algorithms
→ Theory + practice
https://t.co/GbqGxFu8vr

2️⃣ Understanding Deep Learning
→ Neural networks made simple
→ Visual explanations
https://t.co/GbsMXWd5Bm

3️⃣ Machine Learning Systems
→ Production-ready ML
→ System design for scale
https://t.co/VYKALcXxRt

🚀 ADVANCED TECHNIQUES

4️⃣ Algorithms for ML
→ Computational thinking
→ Smarter decision frameworks
https://t.co/jkYOHNEqGx

5️⃣ Deep Learning (The Bible)
→ The definitive textbook
→ Everything from CNNs to Transformers
https://t.co/eiJ6FmaxVV

🎮 REINFORCEMENT LEARNING TRACK

6️⃣ RL Basics (Sutton & Barto)
→ Agent training fundamentals
https://t.co/Qvt1fPdigX

7️⃣ Distributional RL
→ Beyond average rewards
→ Advanced theory
https://t.co/bSZUwqNg1e

8️⃣ Multi-Agent Systems
→ Cooperation & competition
https://t.co/LtCdPLjUd4

9️⃣ Long-Game AI
→ Strategic agents
→ Future-proof intelligence
https://t.co/9xQIV3SLVq

⚖️ ETHICS & PROBABILITY

🔟 Fairness in ML
→ Bias detection
→ Responsible AI
https://t.co/Ynuat7qxSX

This is basically an AI degree from MIT — for $0.

Bookmark this.
Share with your dev friend.
Future you will thank you.

❤️ Repost if you want more AI learning threads

📌 Save this for later

#AI #MachineLearning #DeepLearning #MIT #FreeResources #Learning #DataScience

[Arvind Choudhary @25arvind09]

@CseWhy What they all got by doing this, 1-2 days fame and then lifelong defame?

Better they have gone with some weird outfits to get 1-2 days fame... At least there will be mental peace.
Perfect example below

[Leonard Rodman @RodmanAi]

Roadmap to become an AI/ML Engineer in 2026 🤖

If you follow this order, you’ll go from Python → Production AI systems.

Bookmark this. You’ll need it later. 📌

🤖 AI / ML ENGINEER ROADMAP

START
│
▼

🐍 PYTHON FOUNDATION
Python Basics + NumPy + Pandas
│
▼

📐 MATH
Linear Algebra + Calculus
(Core concepts for ML models)
│
▼

🛢 DATA ENGINEERING
SQL + PySpark
(Data pipelines & big data)
│
▼

🤖 ML BASICS
Scikit-learn
(Build first ML models)
│
▼

🧪 PROJECTS
End-to-End ML Projects
(Data → Model → Deployment)
│
▼

🧠 DEEP LEARNING
PyTorch 2.0
Neural Networks
│
▼

👁 COMPUTER VISION
YOLOv9 + CV Pipelines
│
▼

💬 NLP + RAG
Transformers + AI Systems
│
▼

⚙️ MLOps
Kubeflow + MLflow
Training & Deployment
│
▼

🧩 AGENTIC AI
AutoGen + LangGraph
Multi-Agent Systems
│
▼

🚀 PRODUCTION AI
Ray + Vertex AI
Scalable AI Systems

[Swapna Kumar Panda @swapnakpanda]

You will become a world-class software engineer if you read these 20 books:

[Nav Toor @heynavtoor]

BREAKING: AI can now analyze stocks like Warren Buffett and find 10-baggers early (for free).

Here are 12 insane Claude prompts that evaluate moats, management, and intrinsic value (Save for later)

[Arvind Choudhary @25arvind09]

@KanojiaPJ How was she managing the tussle between her heart which might be regularly saying about getting caught, and her adamant head, reluctant keep on asking her to continue doing this.
Moral: Mind crave for instant pleasure. Don't get controlled by it, start controlling it.

[Leonard Rodman @RodmanAi]

MIT offers 12 Books on AI & ML (FREE TO DOWNLOAD):

1. Foundations of Machine Learning
https://t.co/NDi4xkIqLH

2. Understanding Deep Learning
https://t.co/2eD1FO6aJP

3. Algorithms for ML
https://t.co/TL5CZN1Zjj

4. Reinforcement Learning
https://t.co/pMd7jycU62

5. Introduction to Machine Learning Systems
https://t.co/fUL9s057vV

6. Deep Learning
https://t.co/ZfDA9RWXwu

7. Distributional Reinforcement Learning
https://t.co/84uSpxugRb

8. Multi Agent Reinforcement Learning
https://t.co/Z6NGLlzOY1

9. Agents in the Long Game of AI
https://t.co/uiP4csNvI9

10. Fairness and Machine Learning
https://t.co/ByrBVyFgOa

11. Probabilistic Machine Learning

❯ Part 1 : https://t.co/LHBDyX6RvN
❯ Part 2 : https://t.co/HgOzGDW5jn