Algorithmic Trading Ressources

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hanibchl

New Member
Hello everyone, I am new to this field and I am used to look for online courses to learn new stuff, Does anyone have good recommendation for non free courses ? Because for now I have checked the EPAT and Quantra Quantinsti full Bundle (I can share them with anyone just msg me on telegram : happiestturtle) And of course any advises or notes would be highly appreciated thank you !
 
Great thread - resources are gold. From building/maintaining strats, the three things that moved my results were walk-forward analysis, Monte Carlo on trade sequences for robustness, and a ‘shadow’ live deploy to quantify slippage before turning size on.
 
Udemy — “QuantConnect Boot Camp in Python” / “Python for Finance & Algo Trading”
 
Great list - one thing I’d add is a strong testing pipeline: walk-forward, Purged K-Fold CV, and out-of-sample Monte Carlo on fills. Also, version your data + params so results are reproducible across machines
 
ullrich said:
Great list - one thing I’d add is a strong testing pipeline: walk-forward, Purged K-Fold CV, and out-of-sample Monte Carlo on fills. Also, version your data + params so results are reproducible across machines
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That’s a solid addition — thanks for pointing it out.
 
only keep resources that translate into a tested pipeline - clean data, simple features, walk-forward validation, position sizing. Small, robust models with strict risk limits survived for me much better than fancy ones
 
the best education comes from building your own systems, rigorous backtesting and live testing with small size. Courses are good for theory, but real learning starts when you code and lose money.
 
For algo trading, I learned that resources are useful but testing is more important than collecting many tools. From my experience, even simple strategy can work better than complex bot if risk control and execution are checked properly
 
I agree with this. I used to collect too many tools thinking more information would make trading easier, but testing one simple idea properly usually teaches me much more.
 
I think tools can help, but I’d rather understand one setup properly than keep adding more things. Testing it enough usually tells me more than collecting extra indicators.
 
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