Arkapravaroy

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: open.substack.com/pub/learnlog/p… (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)

@anjum_ai YouTube

YouTube is not luck. If you start today, you can earn $2,000- $10,000 per month by March 2026. Usually, I charge $30 for this proven guide, but today it's yours 100% FREE. Like + comment 'Youtube' and I'll send you my in-depth guide for FREE. Must follow me to get DM. FREE for 24 hrs only.

@calcsam Book

last month we wrote a new agents book: patterns for building ai agents it has everything you need to take your agents from prototype to production, like agent design patterns, the basics of security, etc reply to this tweet with BOOK and we'll dm you so you can get a copy

@swapnakpanda python

"Data Structures & Algorithms using Python" This 300+ pages book describes all major data structures and algorithms excellently. Also available in C++ and Java. Comment the language. I will share the book.

@aastha_mhaske Agent

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.

@BharukaShraddha ML

🚀 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗡𝗼𝘁𝗲𝘀 (𝗛𝗮𝗻𝗱𝘄𝗿𝗶𝘁𝘁𝗲𝗻 𝗣𝗗𝗙) Master the core of 𝗠𝗮𝗰𝗵𝗶𝗻𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 —algorithms, models, training, evaluation & real-world examples. Perfect for interviews & AI enthusiasts! 🤖📊 📘FREE for the first 500 people! 1. Like & Repost 2. Comment “ML” 3. Follow (so I can DM you) 💡 The future is machine learning, start learning today!

@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.

📜 Paper on new pretraining paradigm: Synthetic Bootstrapped Pretraining SBP goes beyond next-token supervision in a single document by leveraging inter-document correlations to synthesize new data for training — no teacher needed. Validation: 1T data + 3B model from scratch.🧵

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

Serious scholars have examined what happens when we change the number of H1-B visas issued. Cities that get more H1-B immigrants subsequently see the wages of natives *rise* substantially. Skilled immigrants bring new ideas, fill labor shortages and make us all more productive.

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

For 14 years, Marseille couldn’t beat PSG in Ligue 1 at the Vélodrome… until Mason Greenwood arrived 🤯 Did you see that assist from Mason to Aguerd

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: ma-lab-berkeley.github.io/deep-represent… Your contributions are welcome too!

@SafwanAlghazal arkapravaroy98@gmail.com

As a designer, this book will change your project presentation game on social media. Drop your EMAIL for a COPY. If you already did before on the previous tweet don't drop again.

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

An unlikely friendship

@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.

Everyone knows that the easiest way to become insanely skilled is to skill-stack. You know what skills pair really well with each other and basically everything else? Math and coding. If you’ve got serious math chops, coding chops, and deep domain expertise in another discipline, then you’re compounding three orders of magnitude. Be one-in-a-hundred on each and now you’re one in a million overall. Be one-in-a-thousand in each and now you’re one in a billion overall. Pursue a domain you love, but simultaneously get so insanely technically skilled at math and coding that you can apply them to your domain of interest in an innovative way. Deep domain expertise plus alien-level technical skills equals lots of interesting and rewarding work to do.

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

🚨 Breaking News from Qatar: Indian hero vs Bahrain 🇮🇳 Muhammed Suhail’s injury is not serious, just a cramp. He is expected to be fit for the vital game against Qatar. 🙌 #IndianFootball #AFCU23Qualifiers @KhelNow

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

What a job by Naushad Moosa & the India U-23 coaching staff against Bahrain Young Indian boys dominated like never before at this level 🇮🇳🔥 Massive credit to AIFF too for arranging friendlies in March, June & two vs Iraq just before these qualifiers. Up next: let’s fight it out vs Qatar! 💪

@aaditsh AI

Creating a PRIVATE WhatsApp group of top AI creators. We’ll talk about growth, favorite AI tools, what we’re building, marketing, content, X, other platforms etc. Comment ‘AI’ if you want to join.

@piyushgarg_dev Go on dates and inspire them to upskill 😁

Guys, By mistake signed up on a dating app and now there is no delete or deactivate button on my profile 🥲 Kya kru?

@aritra_rulez Wow giant Isl clubs are showing interest...good for him...but as fan of a giant Isl club do we really need him?

Danish Farooq’s hard work and consistency have earned him a well-deserved call to the national team🇮🇳. His presence will surely add strength and creativity to India’s midfield. Danish Farooq’s rise makes him a hot prospect, certain to be desired by the giant ISL clubs. #playmaker

@just_avik In general you may look for startups...they generally care more about projects skills and assignments

@just_avik Yes that's there but they generally don't ask for leetcodes and good ones are sometimes pretty good