sakthivel

programmer, software developer

[Tech with Mak @techNmak]

Build LLMs from Scratch 🚀

Found this gem from Vizuara, a 43-lecture series that actually delivers on its promise: building Large Language Models from the ground up.

What's inside:
→ Transformer architecture
→ GPT internals
→ Tokenization (BPE)
→ Attention mechanisms
→ Complete Python implementations

Perfect for ML engineers and developers who want to understand what's really happening under the hood of ChatGPT, Claude, and similar models.

🔗 [Playlist link in comments]

Watch. Practice. Learn

[sakthivel @sakthivelhere]

#100DaysOfFitness
Day 2 successful done

[Bala vetrivel N @vetrivel1996]

Dear friends,
When the Dmk government first assumed office in 2021, ministers like and personally visited several unhygienic locations, inspecting even bathroom-to-bathroom conditions on the ground. I was there as a field reporter at the time.

I still remember visiting a severely polluted area near the Buckingham Canal behind Elephant Gate, where Minister Sekar Babu and then Chennai Commissioner Gagandeep singh bedi through the filth to inspect and discuss clean-up measures. Watching that, I genuinely felt that a major transformation was underway.

But even today, the same Buckingham Canal stretch remains in a terrible condition.

The reason I mention this is simple: every new government begins with energy, bold action, and symbolic interventions. The real question is whether that momentum continues over time. If it does, that is truly welcome.

Right now, this is still the “honeymoon period,” where almost everything is naturally viewed in a positive light.

Video capture date : 06/06/2021

[RajivGandhi Radhakrishnan ✨ @rajiv_dmk]

தூயசக்தி Mr clean @TVKVijayHQ அவர்களின் அமைச்சரவை Loading….

🤦🏻🤦🏻🤦🏻

[U2 Brutus @U2Brutus_off]

Last time Dmk appointed govi.chezhian as Higher education minister.. This is "The Dalit Voice?" or "The TVK Voice?"

[sakthivel @sakthivelhere]

First run after a while

#100DaysChallange

[javinpaul @javinpaul]

The System Design and Software Architecture Reading List for 2026 (8 Books That Matter) https://t.co/5XD1FeQGz1

[freeCodeCamp.org @freeCodeCamp]

So, what does it take to complete 15 freeCodeCamp certs in 4 months while still in high school?

In this guide, @programmingoce breaks down the structured fCC path he used across web dev, Python, data analysis, and machine learning.

And he talks about how building projects, being consistent, and strengthening his fundamentals = real progress.

https://t.co/p373JoQRGs

[Matt Dancho (Business Science) @mdancho84]

You only need to read four books to truly get what’s going on in data science and AI:

• Designing Machine Learning Systems by Chip Huyen
• AI Engineering by Chip Huyen
• Practical Statistics for Data Scientists by Peter Bruce, Andrew Bruce, and Peter Gedeck
• Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron

If you read these four technical books and then read these four books on business value and leadership, you’ll be well on your way to career success:

• The Lean Startup
• Good Strategy Bad Strategy
• The First 90 Days
• The Hard Thing About Hard Things

Any more you'd add?

[freeCodeCamp.org @freeCodeCamp]

You may have heard about the Model Context Protocol and wondered how it lets AI tools connect to other tools, APIs, and systems.

Well, it's all thanks to MCP servers.

In this guide, @manishmshiva explains how MCP servers work and helps you build your own with Python and the FastMCP library.

https://t.co/Ak7bbR7BMm

[Charly Wargnier @DataChaz]

Anthropic has quietly dropped a massive curriculum of free courses covering the entire AI ecosystem

The syllabus is STACKED 🔥

→ Claude Code: CLI automation for your workflow
→ MCP Mastery: building custom tools and resources in Python
→ API: a complete guide to the Anthropic backend
→ AI Fluency: frameworks for safe and efficient collaboration
→ Claude 101: core features for everyday work

I added the link to the free @AnthropicAI Academy in the 🧵↓

[Miguel Ángel Durán @midudev]

Si quieres aprender Python, O'Reilly ha publicado este libro digital gratuito con todo lo que necesitas desde cero: https://t.co/0GJ0nD96yb

[sakthivel @sakthivelhere]

@Ai_here202 All

[HereIsYourAi @Ai_here202]

𝐀𝐥𝐥 𝐏𝐚𝐢𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬 (𝐅𝐫𝐞𝐞 𝐟𝐨𝐫 𝐅𝐢𝐫𝐬𝐭 2500 𝐏𝐞𝐨𝐩𝐥𝐞)😍👇

1. Artificial Intelligence
2. Machine Learning
3. Cloud Computing
4. Ethical Hacking
5. Data Analytics
6. AWS Certified
7. Data Science
8. BIG DATA
9. Python
10. MBA

(48 Hours only ⏰)

To get-
1. Follow me
(So, that I can DM)
2. Retweet
3. Reply " All "

[Ashish Pratap Singh @ashishps_1]

30 Blogs to Learn 30 System Design Concepts:

1. Scalability: https://t.co/NOD5gy8m5G

2. Availability: https://t.co/uiTwjsP7M3

3. Consistent Hashing: https://t.co/MWhzdMY1c0

4. CAP Theorem: https://t.co/yviUBJLkWG

5. TCP vs UDP: https://t.co/j5DCt7o6IY

6. DNS: https://t.co/hXTf9L41B8

7. Proxy vs Reverse Proxy: https://t.co/TWzR2nL2CC

8. Load Balancing Algorithms: https://t.co/zrVmh7ssGI

9. APIs: https://t.co/bmxBOB6l6F

10. API Gateways: https://t.co/xnEU5ZNqhL

11. Rate Limiting: https://t.co/mjnf3SanK8

12. JWT: https://t.co/IPT4Z47GJA

13. WebSockets: https://t.co/MmKfGEpYLa

14. Webhooks: https://t.co/WjRDQAXiNp

15. Message Queues: https://t.co/pkivlCr36P

16. Change Data Capture (CDC): https://t.co/uh7BoHeUNw

17. Caching Strategies: https://t.co/ogkqglKQwI

18. Content Delivery Network (CDN): https://t.co/WO50R2FRIt

19. Database Types: https://t.co/yOFTzDa7BE

20. ACID Transactions: https://t.co/TpWnHfvS3Y

21. Indexing: https://t.co/RrHGXADOLK

22. Sharding: https://t.co/VxbGTbDNRm

23. Block vs File vs Object Storage: https://t.co/KJIt0JIu7f

24. Strong vs Eventual Consistency: https://t.co/MkR9wU8LZI

25. Service Discovery: https://t.co/UurGannLZD

26. Batch vs Stream Processing: https://t.co/qYT3JbmFrx

27. Observability: https://t.co/zyiteDQNJz

28. Authentication & Authorization: https://t.co/oo9YxuomNr

29. Idempotency: https://t.co/psi0hY88bC

30. GeoHashing: https://t.co/iSTGo48IYa

♻️ Repost to help others in your network.

[sakthivel @sakthivelhere]

Day 5 of fat to fit journey
Started the day off with a good 2.5k run running for the first time felt good, in fact one of the best run I have ever had

#day5 #inspirechezhiyan

[freeCodeCamp.org @freeCodeCamp]

The open source community offers devs many opportunities to collaborate, learn, & grow.

Contributing to OSS helps you develop skills, get key experience when job hunting, and so on.

If you want to dive in, this course will teach you how to get involved.

https://t.co/oVxDLFKrNe

[Python Space @python_spaces]

Did you know you can run your AI workloads for FREE?

These 4 platforms provide

- Free storage
- Free CPU
- Free GPU

All with no setup needed.

Which one is your favorite?

[sakthivel @sakthivelhere]

#100daysoffitness
Day 3: Did more flexibility and accessibility today was back felt awesome.
Exited for day4

[🥱 Sleepy (ML/DL) @KrishnaNaraKun]

Stanford CS224U: Natural Language Understanding

The project-oriented class is focused on developing systems and algorithms for robust machine understanding of human lang.

It draws on theoretical concepts from linguistics, NLP, and machine learning.

Link in comments 😎👇