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Hands-on Financial Trading with Python. Build, backtest, and deploy professional trading strategies using a proven end-to-end framework - Second Edition Cordell L. Tanny

(ebook) (audiobook) (audiobook) Język publikacji: angielski
Hands-on Financial Trading with Python. Build, backtest, and deploy professional trading strategies using a proven end-to-end framework - Second Edition Cordell L. Tanny - okladka książki

Hands-on Financial Trading with Python. Build, backtest, and deploy professional trading strategies using a proven end-to-end framework - Second Edition Cordell L. Tanny - okladka książki

Hands-on Financial Trading with Python. Build, backtest, and deploy professional trading strategies using a proven end-to-end framework - Second Edition Cordell L. Tanny - audiobook MP3

Hands-on Financial Trading with Python. Build, backtest, and deploy professional trading strategies using a proven end-to-end framework - Second Edition Cordell L. Tanny - audiobook CD

Autor:
Cordell L. Tanny
Ocena:
Most Python trading books teach libraries in isolation. This book teaches you the complete workflow professionals use to build systematic strategies. The book walks you through the complete journey. You start by acquiring and cleaning market data, handling the messy realities of missing values and misaligned time series. With clean data in hand, you move into exploration: visualizing market relationships, forming trading hypotheses, and identifying patterns worth pursuing. Signal generation follows naturally from that analysis. You build indicators, define entry and exit rules, then validate everything through rigorous backtesting using walk-forward analysis and out-of-sample testing. The final stage: evaluating performance with institutional-grade metrics and deploying your strategy for automated execution.
This entire process is demonstrated through one volatility tail-hedge strategy, built progressively across every chapter. Same data, same strategy, layer by layer. You see how each step connects to the next. You'll learn professional standards developed over 25 years of institutional trading: spotting lookahead bias, structuring production code, validating backtests, and distinguishing real edges from noise. All code included.
By the end, you have a working strategy and a repeatable framework for building your own.

O autorze książki

Cordell Tanny possesses over 25 years of expertise in designing and deploying algorithmic trading systems for institutional markets. Leveraging a B.Sc. in Biology from McGill University, he applies a scientific, hypothesis-driven methodology to finance. He held senior roles at Standard Life Investments and RBC, overseeing a $2 billion CAD multi-asset program. Cordell is a CFA Charterholder, Certified FRM, and holds the FDP charter. Currently a quantitative consultant, he architects bespoke Python-based trading infrastructures and machine learning models for investment firms. He lectures at Concordia University and develops comprehensive online curricula on systematic trading. He frequently addresses CFA Societies on the technical implementation of AI strategies.

Packt Publishing - inne książki

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