Suhas

[Utkarsh Sharma @techxutkarsh]

Stop wasting hours trying to learn AI. 📘📚

I have already done it for you.

With one list. Zero confusion. And no fluff

📹 Videos:

1. LLM Introduction: https://t.co/MfZHtEFSZC

2. LLMs from Scratch: https://t.co/kfPUVOpIxp

3. Agentic AI Overview (Stanford): https://t.co/YwfdVehhsO

4. Building and Evaluating Agents: https://t.co/6S8FGJRYbE

5. Building Effective Agents: https://t.co/pDTKM04SbE

6. Building Agents with MCP: https://t.co/5tXUZo9Xri

7. Building an Agent from Scratch: https://t.co/BtDWY0u0Du

8. Philo Agents: https://t.co/A4bj3gDOAg

🗂️ Repos

1. GenAI Agents: https://t.co/XbindjiOGu

2. Microsoft's AI Agents for Beginners: https://t.co/6Yaapil6AA

3. Prompt Engineering Guide: https://t.co/9JyzmoITLO

4. Hands-On Large Language Models: https://t.co/cuFS03HiXZ

5. AI Agents for Beginners: https://t.co/6Yaapil6AA

6. GenAI Agentshttps://lnkd.in/dEt72MEy

7. Made with ML: https://t.co/vDNcCdZ8Ni

8. Hands-On AI Engineering:https://t.co/GZs4q8rSYc

9. Awesome Generative AI Guide: https://t.co/EdJ1eGDF0m

10. Designing Machine Learning Systems: https://t.co/Nf1szfXGWK

11. Machine Learning for Beginners from Microsoft: https://t.co/gEdhvs78o3

12. LLM Course: https://t.co/4ISw9XBGWe

🗺️ Guides

1. Google's Agent Whitepaper: https://t.co/fQ64JT8Hru

2. Google's Agent Companion: https://t.co/NHt05sw0Sx

3. Building Effective Agents by Anthropic: https://t.co/VjaqhSl1jz.

4. Claude Code Best Agentic Coding practices: https://t.co/yBGMtyeWTg

5. OpenAI's Practical Guide to Building Agents: https://t.co/kmqQgcvvwL

📚Books:

1. Understanding Deep Learning: https://t.co/cgSSJ1U1d6

2. Building an LLM from Scratch: https://t.co/IUVA1tpJJ2

3. The LLM Engineering Handbook: https://t.co/G5HGLfTTq9

4. AI Agents: The Definitive Guide - Nicole Koenigstein: https://t.co/kehojr3v2p

5. Building Applications with AI Agents - Michael Albada: https://t.co/QHaJEitMMN

6. AI Agents with MCP - Kyle Stratis: https://t.co/POn6waJ2w7

7. AI Engineering: https://t.co/rU9HES8VEU

📜 Papers

1. ReAct: https://t.co/q4zflGWTVT

2. Generative Agents: https://t.co/GK5QswcPQ2.

3. Toolformer: https://t.co/mhDey5PGJL

4. Chain-of-Thought Prompting: https://t.co/3kwFbejFqA.

🧑🏫 Courses:

1. HuggingFace's Agent Course: https://t.co/jIyZzuScoQ

2. MCP with Anthropic: https://t.co/ph5cM4zgx1

3. Building Vector Databases with Pinecone: https://t.co/VtA6lSCaQd

4. Vector Databases from Embeddings to Apps: https://t.co/mr9rePzbc3

5. Agent Memory: https://t.co/hjWM88dY2h

Repost for your network ♻️

[Ihtesham Ali @ihtesham2005]

i found a github repo that teaches you to build production RAG systems the way actual companies do it

it's called production-agentic-rag-course.

here's what you are going to learn:

week 1: docker, fastapi, postgresql, opensearch, airflow
week 2: automated arxiv paper ingestion pipeline
week 3: bm25 keyword search foundations (before touching vectors)
week 4: hybrid search with embeddings + rrf fusion
week 5: complete rag with local llm and streaming responses
week 6: langfuse tracing + redis caching for production monitoring
week 7: agentic rag with langgraph + telegram bot

what i like about this approach is the sequencing

most tutorials skip straight to vector search and call it a day. this one builds keyword search first because that's what real companies actually do solid search foundation enhanced with ai, not ai-first approaches that ignore search fundamentals

every week has a notebook, a blog post, and a tagged git release so you can clone exactly where you left off

https://t.co/8lQy3viUFg

one thing is clear and its that if you want to build real ai systems, you have to understand the plumbing first. the people who skip to the fun parts are the ones whose agents break in production

[Leonard Rodman @RodmanAi]

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

1. Foundations of Machine Learning
https://t.co/h934g1XrEH

2. Understanding Deep Learning
https://t.co/Dt8sFKkUGa

3. Algorithms for ML
https://t.co/S3dFDAEV4s

4. Reinforcement Learning
https://t.co/jums9Zy2h6...

5. Introduction to Machine Learning Systems
https://t.co/vEIS6crSfX…

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

7. Distributional Reinforcement Learning
https://t.co/yLP1u5UKbC…

8. Multi Agent Reinforcement Learning
https://t.co/El9e00Wuzn

9. Agents in the Long Game of AI
https://t.co/yLP1u5UKbC…

10. Fairness and Machine Learning
https://t.co/qQ3L4kWZsq

11. Probabilistic Machine Learning

❯ Part 1 : https://t.co/VoZS9khRNJ…
❯ Part 2 : https://t.co/Wp6mxYKZ4j…

[Nikki Siapno @NikkiSiapno]

15 blogs that will help you become a better engineer:

1. Uber Engineering: https://t.co/KClBA7duej

2. Airbnb Tech Blog: https://t.co/3cxlcGh2Vk

3. OpenAI Engineering: https://t.co/Oo0NcvWKb4

4. AWS Architecture: https://t.co/kvBAMbpyvr

5. Netflix TechBlog: https://t.co/T3StVaZlCB

6. Discord Engineering: https://t.co/ne9lNeUeMX

7. Anthropic Engineering: https://t.co/xnorMy9ISZ

8. NVIDIA Developer: https://t.co/i9y3zNuNyC

9. Slack Engineering: https://t.co/qT1O4xxSoc

10. Cloudflare Blog: https://t.co/oSp5ALRFPT

11. Figma Tech Blog: https://t.co/MQxyVO84Ms

12. Shopify Engineering: https://t.co/U4sptY2tB2

13. Stripe Engineering: https://t.co/w8c7fcJKgj

14. Microsoft Engineering: https://t.co/zgLHpGKBRa

15. GitHub Engineering: https://t.co/83WGnNkagK

Bonus (system design deep dives) Level Up Coding: https://t.co/r3l7NXrMQv

Bonus two: Get our 𝟭𝟰𝟮-𝗽𝗮𝗴𝗲 𝗦𝘆𝘀𝘁𝗲𝗺 𝗗𝗲𝘀𝗶𝗴𝗻 𝗛𝗮𝗻𝗱𝗯𝗼𝗼𝗸 covering 𝟱𝟭 𝘀𝘆𝘀𝘁𝗲𝗺 𝗱𝗲𝘀𝗶𝗴𝗻 𝗰𝗼𝗻𝗰𝗲𝗽𝘁𝘀 for 𝗙𝗥𝗘𝗘 when you join our newsletter. Join 30,001+ engineers: https://t.co/8uVCeyVa1w

What other blogs should be on this list?

🔖 Save for later.
♻️ Repost to help other engineers learn and grow.

[Leonard Rodman @RodmanAi]

System Design becomes EASY when you follow these:

1. Fundamentals
https://t.co/3El7u5v1at

2. API Design
https://t.co/y13ymiLR9c

3. Load Balancing
https://t.co/QP3ZH6iZxH

4. Message Queues
https://t.co/69i7a9FlDC

5. Rate Limiting
https://t.co/NcuCcfhY01

6. Caching
https://t.co/ZEmAMj5nb5

7. Sharding & Partitioning
https://t.co/KZcn6xrdPr

8. Database Replication
https://t.co/diWvyI4QZW

9. Consistent Hashing
https://t.co/JYZG24AXIf

10. CAP Theorem
https://t.co/8MQRmb3qy8

11. Microservices
https://t.co/pH29HRu3WJ

12. Fault Tolerance
https://t.co/hMAqL9i1Nv

13. Scalability
https://t.co/3sP0CkZTGF

14. Event-Driven Architecture
https://t.co/BAYffQm2td

15. Service Discovery
https://t.co/8BaRzHIaFk

[Vaishnavi @_vmlops]

The only system design repo you really need

https://t.co/wQwFXKzl2i

[Fernando @Franc0Fernand0]

If you're a software engineer who wants to upskill in system design, read these 14 articles (links below):

[Suhas @AlwaysSuhas]

@Aiden_Tech_Ai Need

[Aiden Tech @Aiden_Tech_Ai]

🚨 119𝐆𝐁+ 𝐆𝐎𝐎𝐆𝐋𝐄 𝐃𝐑𝐈𝐕𝐄 — 𝐀𝐋𝐋 𝐏𝐀𝐈𝐃 𝐂𝐎𝐔𝐑𝐒𝐄𝐒 🚨

𝐌𝐢𝐬𝐬𝐞𝐝 𝐢𝐭 𝐥𝐚𝐬𝐭 𝐭𝐢𝐦𝐞? 𝐈’𝐦 𝐝𝐫𝐨𝐩𝐩𝐢𝐧𝐠 𝐢𝐭 𝐚𝐠𝐚𝐢𝐧. 👌

This vault helped agencies close $9K+ clients using proven systems.

Inside the Drive:
📁 AI & Automation
📁 Ethical Hacking
📁 Cybersecurity
📁 Prompt Engineering
📁 Google Cloud
📁 Machine Learning
📁 DevOps + CI/CD
📁 Docker & Kubernetes
📁 Blockchain
📁 Power BI
📁 React + Node
📁 Cloud Security
📁 Linux
📁 Pen Testing
📁 Data Analytics
📁 Data Science
📁 Big Data
📁 SQL
📁 Tableau
📁 Python
📁 AWS
📁 Java

Everything organized. Everything premium. 119GB+ value.

Get it:
✔ Follow @Aiden_Tech_AI [MusT]
✔ Like & RT
✔ Comment “ NEED ” To Get Auto DM.

⚠️ No follow = No Access ⚠️

[Suhas @AlwaysSuhas]

@heynavtoor Ai

[Pawanism Network @PawanismNetwork]

What Is 21 Seats ?

Here it is ..

@PawanKalyan 🙏♥️

[Tathvam-asi @tathvamasi6]

Show me which Telugu mainstream media outlets covered the #BondiBeachTerrorAttack by recounting the history of terrorist attacks and naming where the solution lies.

After selling their souls to corporates and political parties, they stopped covering news as it is and instead covered it up with appeasement and secularism.

No major Telugu outlets like TV9 Telugu, Eenadu, Andhra Jyothy, Sakshi, or NTV Telugu did so in their reports.

[𝗧𝗛𝗘 𝗕𝗘𝗔𝗦𝗧𝗠𝗔𝗦𝗧𝗘𝗥 @TheBeast_619]

I repeat.
If you want to become leader
Listen his 'Every word carefully'.

#SenathoSenani #PawanKalyan

[PREETHAM 🚩 @PreethamEdito]

@KingJdeep Hero MLA
Hero Bava Chief Minister
Hero Akka MP
Pedha alludu Minister
Chinna alludu MP

Still Chiru is nightmare for N fam & fans

[Akshay Saini @akshaymarch7]

🚨 Must solve these 50 Last-Moment DSA Questions Before Your Interview 🚨
Each question should be solve in < 40 min(with code)
🔹 Arrays
1. Two Sum
2. Best Time to Buy and Sell Stock
3. Maximum Subarray (Kadane’s Algorithm)
4. Merge Intervals
5. Product of Array Except Self

🔹 Strings
6. Valid Palindrome
7. Longest Substring Without Repeating Characters
8. Group Anagrams
9. Longest Palindromic Substring
10. Valid Parentheses

🔹 Linked List
11. Reverse Linked List
12. Merge Two Sorted Lists
13. Linked List Cycle Detection
14. Remove Nth Node From End
15. Add Two Numbers (Linked List)

🔹 Stacks & Queues
16. Min Stack
17. Implement Queue using Stacks
18. Valid Parentheses (Stack)
19. Daily Temperatures
20. Sliding Window Maximum

🔹 Binary Trees
21. Maximum Depth of Binary Tree
22. Symmetric Tree
23. Binary Tree Level Order Traversal
24. Lowest Common Ancestor
25. Diameter of Binary Tree

🔹 Binary Search
26. Binary Search (Basic)
27. Search in Rotated Sorted Array
28. Find Minimum in Rotated Sorted Array
29. First Bad Version
30. Median of Two Sorted Arrays

🔹 Recursion & Backtracking
31. Subsets
32. Combination Sum
33. Permutations
34. Word Search
35. N-Queens

🔹 Graphs
36. Number of Islands
37. Clone Graph
38. Course Schedule
39. Rotten Oranges
40. Pacific Atlantic Water Flow

🔹 Heaps & Priority Queue
41. Kth Largest Element in an Array
42. Top K Frequent Elements
43. Merge K Sorted Lists
44. Find Median from Data Stream
45. Sliding Window Median

🔹 Dynamic Programming
46. Climbing Stairs
47. Coin Change
48. Longest Increasing Subsequence
49. Word Break
50. Maximum Product Subarray

✅ If you can solve 35+ out of these 50 without hints, you’re ready.
❌ If you can’t solve even 25… we need to talk 😏

If you struggle with DSA, then checkout my course, "Namaste DSA"

Once you understand the thought process of approaching problems, then you can crack interviews with confidence. 🔥

If you're ready for a grind,
🎯 Just google Namaste DSA and start grinding today!
♾️ Lifetime Access to all course content + future updates
📅 Comes with a 7-day 100% no-questions-asked refund policy, so there’s no excuse.

#DSA #interview #placement

[𝙎𝙞𝙙𝙙𝙝𝙖𝙧𝙩𝙝 𝙉𝙖𝙖𝙮𝙖𝙠🔱 @Heyy_Naayak]

AP people in hyd TG people in hyd

[Oxomiya Jiyori 🇮🇳 @SouleFacts]

🔥 Pawan Kalyan takes a bold stand against selective atheism! 🔥

He called out atheists and so-called liberals — saying they’re free not to believe in any god,
but why is their criticism always aimed only at Hindu deities?

That’s the real issue — and Pawan Kalyan didn’t hold back! 💥

[Vineel Vishwambhara Dutt Syed @vineeldutt21]

Y.S. Jagan’s Politics: Crime as a Strategy?
@ysjagan

[𝗧𝗛𝗘 𝗕𝗘𝗔𝗦𝗧𝗠𝗔𝗦𝗧𝗘𝗥 @TheBeast_619]

As a man thinketh so easy
యాధ్భవం తద్భవతి - @PawanKalyan 🚩