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      <image:caption>From Data to Execution diagram showing QSConnect (FMP/DuckDB ingest), QSResearch (feature engineering &amp; MLflow backtests), and Omega (IBKR execution, rebalancing, P&amp;L).</image:caption>
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      <image:title>Blog - The Moment My Trading Went From Demo to Professional (Quant Science Level 2 Review) - Prefect workflow timeline showing FMP fundamentals/price downloads, a Zipline bundle build, and many parallel backtest runs.</image:title>
      <image:caption>Prefect workflow timeline showing FMP fundamentals/price downloads, a Zipline bundle build, and many parallel backtest runs.</image:caption>
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      <image:title>Blog - The Moment My Trading Went From Demo to Professional (Quant Science Level 2 Review) - What: Algorithmic Trading for Data Scientists</image:title>
      <image:caption>How It Will Help You: Learn how the Quant Science course would teach you how to build, backtest, and track systematic trading strategies using tools like Python, Zipline, and MLflow, so you can confidently experiment, refine, and grow as a trader. Price: Free How To Join:  Register Here</image:caption>
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      <image:title>Blog - Why You Should Be Using MLflow to Track Backtests for Algo Trading&amp;nbsp;(Even Without Machine Learning) - What: Algorithmic Trading for Data Scientists How It Will Help You: Learn how the Quant Science course would teach you how to build, backtest, and track systematic trading strategies using tools like Python, Zipline, and MLflow, so you can confidently experiment, refine, and grow as a trader. Price: Free How To Join:  Register Here</image:title>
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