Ananda Roy
287 posts

Ananda Roy
@royinkol
An IT professional working on Machine Learning,Deep Learning.
Bangalore,India Katılım Eylül 2011
3.1K Takip Edilen130 Takipçiler
Ananda Roy retweetledi

This AI System Design guide teaches RAG better than most courses.
And I'm giving it away for free (Only for First 4500)
Inside:
• RAG fundamentals & chunking strategies
• Hybrid retrieval (BM25 + vector search)
• Production-level RAG architecture
• Evaluation & RAGAS metrics
• Hallucination reduction techniques
• End-to-end LLM system design
How to get it:
• Follow me (must so I can DM)
• RT + Like
• Comment "book"
I'll dm you

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Construction work still ongoing at 11:40 pm at night near to Lake city apartment,TC Palya road near to old madras road signal. @krpurambcpps sir please request to stop the work so that residents in the neighbourhood can sleep.@BlrCityPolice @CPBlr
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Roadmap of exactly the math you need for machine learning.
Tivadar Danka@TivadarDanka
I’ve spent 10 years teaching math to machine learning engineers. 80% of university math is irrelevant to your actual job. Luckily, I've created a FREE roadmap to teach you the 20% you actually need. Like, retweet, and comment "roadmap" and I'll DM you the link.
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@Al_Grigor UV is great and faster, easier to understand than all related modules e.g pip,poetry etc.
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Python environments are a constant source of friction.
You install one dependency. Something else breaks.
You upgrade Python. Now, half the project doesn't run anymore.
The usual advice is to use virtual environments. But they're slow and annoying to manage.
In my Docker for Data Engineering workshop, I showed a simpler approach using uv.
It's a Rust-based tool for managing Python environments and dependencies.
Same idea as pip + venv, but noticeably faster and simpler in day-to-day use.
What this looks like in practice:
🔸 You create an isolated environment in seconds
🔸 You install libraries like pandas or pyarrow without touching system Python
🔸 Each project gets its own clean setup
🔸 Reproducing the environment later is trivial
If you missed the workshop, here's the recording: youtube.com/live/lP8xXebHm…

YouTube
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Ananda Roy retweetledi

Last chance to apply for the scholarship for AI Bootcamp: from RAG to Agents
The course costs $1,799 but I'm offering full and partial scholarships
I'm closing the form tomorrow and will contact the selected participants by Monday
If you haven't applied yet, here's the link:
forms.gle/u1SYszg4R6kzdj…
If you can read more about the course here: maven.com/alexey-grigore…
See you soon on the course!

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@UberIN_Support I did DM and the pathetic resolution from your side is to refund me Rs 20 instead of Rs. 580 from the actual payment.What sort of resolution is this ?
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Dear @Uber_India , Thursday morning I had a ride from KR Puram to Bengaluru Airport. The wallet payment was not succesful, had to pay same amount to the Driver with 20 rupees extra tip.
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@EurekaForbes @pratikpota @jagograhakjago @jagograhakjago sir please let me know how can we address this unethical,irresponsible organisation?
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Dear @EurekaForbes ,
I have renewed Gold AMC of my Aquaguard Genius on Friday with Service Request no. CM-220825-57626925 , CM-220825-57625603 and WO-150325-61328882.
While new filters have been added on Saturday by executive MadhuBabu G , TDS level of the water remains high.
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