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Why should you select the Executive Programme in Algorithmic Trading (EPAT)? In 63 seconds, we explain why! youtu.be/wctwAfjOo80 #AlgorithmicTrading #AlgoTrading #certification #training #EPAT #trading

7/7 Want to understand how the new intraday margin system works - and how to build trading strategies that operate within it? Read more here: quantinsti.com/articles/finra… Official source: finra.org/rules-guidance… RT to share this with US traders who need to know.

6/7 This is huge for retail traders in the US. The $25K barrier was one of the most complained-about rules in retail trading for 25 years. It disproportionately affected newer and smaller traders who simply couldn't meet the threshold. Read more here: quantinsti.com/articles/finra…

Thread: The $25,000 day trading rule is dead. Here's what every US retail trader needs to know. 🧵 1/7 Starting June 4, 2026, FINRA's Pattern Day Trader (PDT) rule is eliminated. The $25,000 minimum equity wall that blocked millions of retail traders from day trading? Gone. Here's what changed - and what it means for you.

AI Forex Backtesting with LLM Regime Labels: DeepSeek vs KMeans in Python [@QuantInsti] dlvr.it/TST8mv

Most traders think risk management begins after entry. Quants know it begins before the trade is even placed. Before entering a trade, they define: 📌 Position size 📌 Maximum acceptable loss 📌 Market condition that can break the setup 📌 What happens if the idea is right, but the timing is wrong Because a strategy is not just about finding entries. It is also about surviving uncertainty. And in trading, survival is not separate from performance. It is part of performance. Less reaction More preparation Better decisions That is the kind of thinking we try to build through EPAT at QuantInsti - where trading is approached not just as execution, but as a complete quantitative decision-making process. Explore EPAT: quantinsti.com/epat #AlgorithmicTrading #RiskManagement #QuantTrading #TradingStrategy #EPAT #QuantInsti

Options trading gets better when it becomes a process, not a hunch. Data -> signal -> strategy -> execution -> backtest. That is where ML adds value. Save this post for reference later. Quantra: quantra.quantinsti.com/course/machine… EPAT: quantinsti.com/epat #OptionsTrading #MachineLearning #AlgoTrading #QuantTrading #PythonTrading

That’s a wrap on the AI Algo Trader Bootcamp! 🚀 16 hours of live sessions, 6 projects, and amazing learners building automated trading workflows. Top insights from our expert faculty: 1️⃣ Sanya: Validation = Conviction. Subjective chart-reading doesn't scale. 2️⃣ Stefan Jansen: ML is NOT the strategy. You must build execution rules around ML predictions. 3️⃣ Rajib Borah: Risk management means platform-level safety checks, not just single-order limits. 4️⃣ Nivas K & Nikhil Matti & Satoshi Ido: Deployed live bots via Zerodha & Alpaca APIs + AWS on Day 4! 5️⃣ Ishan Shah & Rekit: Guided the cohort through Agentic AI systems, bias detection, and alpha sourcing. We finished the weekend with a massive group capstone project and an intense final quiz leaderboard competition to lock in those new quant skills 🏆. Are you looking to build your own trading bots or explore Agentic AI in finance? Do let us know in the comments! 👇 #QuantInsti #AlgoTrading #GenAI #MachineLearning #QuantFinance

There is a lot written about AI in trading. Most of it is either too high-level or too focused on the hype. Here is how Python and AI are actually used across a professional algorithmic trading workflow, broken down step-by-step. The last slide has a question worth sitting with before you pick up any of these tools. We are going deeper into this live on April 9 with professional quant practitioners. Free to join: quantinsti.com/algorithmic-tr… #AITrading #AlgorithmicTrading #PythonForFinance #QuantInsti #MachineLearning #DeepLearning #Webinar

🚨 Important: Market Changes from 1st April 2026 🚨 From 1st April 2026, multiple changes are expected to impact the Indian stock market ecosystem, from margin structures and leverage to API compliance and broker funding. Here are some of the key shifts to watch: • 50:50 margin requirement • Reduced leverage across the system • Stricter broker funding rules • Changes in broker and bank funding structure • New API trading regulations • STT increase in F&O • RBI’s role in USD liquidity and bank holdings • Share buyback tax change For traders, brokers, fintechs, and market participants, this is not just a rule update. It is a market structure reset. Which of these changes do you think will have the biggest impact? #StockMarket #Trading #AlgoTrading #SEBI #IndiaMarkets #Fintech #CapitalMarkets #Brokerage #Derivatives #MarketStructure

Register Now! quantinsti.com/algorithmic-tr…

Two things most traders treat as separate: building systematic strategies and managing risk when those strategies are live! Practitioners treat them as the same problem. On April 9, we are running a free 2-hour live session with three experts who work on this and much more on a daily basis! Kelvin Foo is an independent quant trader and the founder of Elemen79. His session will cover AI-augmented quant trading strategies. Dr Gaurav Raizada co-founded iRage, one of Asia's leading HFT firms. He has spent years designing and stress-testing high-frequency trading systems. His session will focus on how professional options traders think about risk, not as a constraint, but as a core part of the strategy. Vivek Krishnamoorthy is Head of Research at QuantInsti and will interact with Kelvin and Gaurav to elicit insights into how Python and AI are used across the trading workflow. Three practitioners. Two hours. Free. April 9, Thursday · 7:00 PM IST · 9:30 AM EDT · 9:30 PM SGT Register Now! quantinsti.com/algorithmic-tr… #AITrading #AlgorithmicTrading #PythonForFinance #QuantInsti #MachineLearning #DeepLearning #Webinar

Register Now!  quantinsti.com/algorithmic-tr…

Good trading is not just about returns. It is also about risk, structure, and systematic decision-making. Explore Python, AI, and options risk management in QuantInsti’s free live workshop: quantinsti.com/algorithmic-tr… #AlgoTrading #QuantTrading #OptionsTrading #RiskManagement

Most people get this wrong. You start with ₹100,000. It drops to ₹50,000. What return do you need to get back to ₹100,000?

🚨 Mega Quant Sale is live. Get Min. 75% Off on 50+ algo trading courses Get Flat 86% Off on the All Courses Bundle Learn Python, options, futures, ML, portfolio management, and more. Courses: quantra.quantinsti.com/courses?sectio… Bundle: quantra.quantinsti.com/all-courses-bu… #MegaQuantSale #AlgoTrading #QuantTrading #PythonForTrading