Quant Science on LinkedIn: There's 3 keys to success for being an algo trader: 1. Market… (2024)

My framework for algorithmic trading:1. Hypothesis formation: Generate ideas, collect data, analyze2. Experiment setup: Backtest, test the backtest, iterate3. Measure results: Risk and performance metrics4. Execution: Paper trade, tandem trade, automateYou can get started today. I spent 100 hours making a free 5 day course to help you get started. See what's inside: https://lnkd.in/e_P9_-6M

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The harsh truth about algo trading no one tells you:99% of your strategies won't work.That's why using Python to test strategies matters. Ready to responsibly get started with algorithmic trading in Python?We spent 100 hours making a free 5 day course to help. See what's inside: https://lnkd.in/e_P9_-6M

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Rumor has it that Renaissance Technologies (RenTech) uses Fourier Transforms to extract signals from noisy stock data.At 11AM EST today, we'll share how to do signal processing with Fourier Transforms in Python.👉 Join here: https://lnkd.in/gVM3KSg2

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The math behind algorithmic trading in Python:• SciPy: $0• Zipline: $0• Python: $0• NumPy: $0• PyFolio: $0• pandas : $0• OpenBB: $0• Empyrical: $0• AlphaLens: $0• Statsmodels: $0• RiskFolio-Lib: $0We spent 100 hours making a free course to help you get started with algorithmic trading in Python. Get it free here: https://lnkd.in/e_P9_-6M

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Why Python for algorithmic trading?• 200,000+ powerful, pre-built packages• 40% of all hedge fund jobs require it• Base salaries topping US$200,000• Easy to learn for beginners• Open source (FREE)We spent 100 hours making a free course to get you started with algorithmic trading in Python. Get it here: https://lnkd.in/e_P9_-6M

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What is factor analysis?It's a key part of one of our most profitable algorithmic trading strategies. And you can do it all for free in Python. Here's a free tutorial - How to do factor analysis in Python. https://lnkd.in/e7x5XWyVWant more algorithmic trading tips in Python?Join our Quant Science Newsletter here: https://lnkd.in/gVM3KSg2

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Can Machine Learning be used for Finance?Yes, it can. Here's a free training.Get the free article here: https://lnkd.in/dPdzcDcFWant more free algorithmic trading tips in Python?Join our Quant Science Newsletter (10,000+ subscribers): https://lnkd.in/gVM3KSg2

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Nancy Pelosi's Portfolio... 1400% return. We optimized it in Python.Get the free "Nancy Pelosi" portfolio optimization here. https://lnkd.in/eP-WDJbNWant more free algorithmic trading tips?Join our QS Newsletter (10,000 subscribers): https://lnkd.in/gVM3KSg2

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Python is NUTS for finance. Case in point... Riskfolio.I can do all of this in just 8 lines of code.I made a full tutorial for you.Get it here: https://lnkd.in/eFR9BtRuWant more algorithmic trading lessons?Join our Quant Science newsletter here (10,000 subscribers): https://lnkd.in/gVM3KSg2

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