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Updated: 2026-08-07
This is where Level II starts getting real. 👀 Sanjay Sir’s CFA Level II QM: Machine Learning, Class 1 is LIVE on YouTube. He explains Random Forest, KNN, SVM, and more through fin…
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Message from Sanjay Saraf Sir Independence Day Special: State of the Indian Economy 🇮🇳 As India celebrates its 80th Independence Day, I feel this is a good moment for us as stude…
https://youtu.be/W5vlKCv3djc CFA Exams are almost here! 🎯 Here’s your Ethics game plan before the exam with Sanjay Saraf. Watch the session, strengthen your Ethics strategy, and a…
Still not here? Your FOMO is about to be real. 👀 The kind of updates you’ll wish you knew sooner. Don’t miss what everyone’s talking about. Join now - https://tr.ee/dlWy1k 🛒 The …
QM gets easier once the numbers start telling a story In CFA Level 1 QM: Statistical Characteristics of Asset Returns– Class 1, Sanjay Sir breaks down how returns are measured, com…
FRM Exam Tomorrow? 📚 A few unclear concepts won't decide your result. Most candidates are facing the same challenges. Stay calm, trust your preparation, and give it your best shot…
Only 10 days left for CFA Level 1 , so let's make these final days count. We've put together a playlist of CFA Level 1 revision lectures covering some of the topics students usuall…
How advertisers reach Belgian audiences on Telegram — one of Europe's toughest gambling and ad-restriction regimes pushing operators offshore, a Dutch/French/German language split, and EU-regulated crypto and trading.
How advertisers reach Korean audiences on Telegram — the real-name banking regime that pushes activity offshore, one of the world's most intense retail-crypto cultures, gaming and esports adjacency, and won-denominated payment friction.
How brands advertise to US audiences on Telegram — the split between mainstream licensed operators and the offshore/crypto-native advertisers that dominate the channel, state-by-state betting law, SEC/CFTC constraints, and crypto-funded payment rails.
How Rollbit — the crypto-native casino and trading platform — advertises on Telegram. Creative analysis: RLB tokenomics, casino games, NFT lootboxes, crypto futures trading, and the Rollbit X platform.
Flags — the regions we asked our observer pool for while recording this ad in this channel. That is a label on our request, not a confirmed place of viewing: when no account is available in the requested country the pool silently substitutes another and does not say so. It is not the advertiser's targeting country either. We stopped requesting the region on {date}, so newer creatives carry no flags at all. The channel's main country (by its language) is highlighted in blue; regions under 5% are collapsed into +N.