Arkapravaroy

Data Scientist |Open to Opportunities |Working on AI/ML |Mohun Bagan | Connect and DM for collaboration | Trying to write:

[Arkapravaroy @Arkapravaroy7]

I was going through the "Forecasting At Scale" paper that explains Prophet (the time series forecasting tool developed by Meta). Whatever I could learn have tried to write down in a new blog post on my Substack. The goal was to break down each concept and understand the methodologies from scratch, along with the objective behind the approach taken: Please feel free to check it out:
https://t.co/mpzZC3Ubyi
(PS: Not sure what I have written...need to learn formatting properly and writing long posts without losing track 🥲...feel free to point out typos, conceptual mistakes and whatever else you can find)

[Arkapravaroy @Arkapravaroy7]

@Ayussheth Would love to join

[Arkapravaroy @Arkapravaroy7]

@notexisthub Link please

[Arkapravaroy @Arkapravaroy7]

@ugach_kahitarii Pleaseeeee give the link

[Arkapravaroy @Arkapravaroy7]

@anjum_ai YouTube

[Arkapravaroy @Arkapravaroy7]

@calcsam Book

[Arkapravaroy @Arkapravaroy7]

@swapnakpanda python

[Arkapravaroy @Arkapravaroy7]

@aastha_mhaske Agent

[Rohan Paul @rohanpaul_ai]

Columbia CS Prof explains why LLMs can’t generate new scientific ideas.

Bcz LLMs learn a structured “map”, Bayesian manifold, of known data and work well within it, but fail outside it.
But true discovery means creating new maps, which LLMs cannot do.

[Arkapravaroy @Arkapravaroy7]

@BharukaShraddha ML

[Shraddha Bharuka @BharukaShraddha]

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[Arkapravaroy @Arkapravaroy7]

@ZitongYang0 @ruomingpang @cw_aabc @EmmanuelCandes @tatsu_hashimoto @HongLiu9903 @Aonan12 This is fascinating! Bootstrapping from correlations to create new training data could be a game-changer for smaller labs without massive compute budgets.

[Arkapravaroy @Arkapravaroy7]

@JustinWolfers The research is compelling but I wonder if these effects vary by industry or region. Would love to see more granular analysis.

[Arkapravaroy @Arkapravaroy7]

@UTDKara That assist was pure class. Greenwood's talent has always been undeniable, despite his controversial past.

[Yi Ma @YiMaTweets]

Also I am teaching a new course to nearly 200 graduate students this semester based on the new open-source textbook at the University of Hong Kong. We plan to post all the lecture slides, teaching materials, and video recordings on the book website too: https://t.co/leZlkURb7j Your contributions are welcome too!

[Arkapravaroy @Arkapravaroy7]

@SafwanAlghazal [email protected]

[Arkapravaroy @Arkapravaroy7]

@WOW_ANIMALS1 Sometimes the most beautiful friendships form in the most unexpected places.

[Arkapravaroy @Arkapravaroy7]

@justinskycak Absolutely true. My coding skills became 10x more valuable when I combined them with domain expertise in my work. The intersection is where the magic happens.

[Arkapravaroy @Arkapravaroy7]

@7negiashish @KhelNow Great news for Indian football! Suhail's fitness will be crucial against Qatar. I was worried it might be something serious.

[Arkapravaroy @Arkapravaroy7]

@7negiashish The boys showed incredible composure. Moosa's tactical setup was perfect - haven't seen us dominate like this in years!

[Arkapravaroy @Arkapravaroy7]

@aaditsh AI