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Pages420
Leveladvanced
LanguageEN
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- Front
- Back
Plenty of Python developers have a trading idea that works in a notebook and falls apart the moment it meets real markets. Data arrives messy, costs eat the edge, and nothing is built to run unattended. Turning research into a system you can trust is a different skill.
Algorithmic Trading with Python takes you from strategy design to live execution, one component at a time. You start with the architecture of a trading system, market data engineering, and signal and indicator design. Then you build event-driven and vectorized backtesting, and learn why transaction costs, slippage, and execution reality change the results. Later chapters cover position sizing and portfolio risk, broker connectivity and paper trading, and live execution with logging and monitoring.
What you will master
01
A production-oriented Python trading framework with modular data feeds, strategy engine, backtester, risk controls, execution layer, and monitoring stack
02
The Trading System Blueprint - defines the end-to-end trading architecture and the contracts between data, strategy, risk, execution, and monitoring.
03
Signal Design and Indicator Engineering - turns raw data into reproducible signal components rather than dashboard decoration.
04
Transaction Costs, Slippage, and Execution Reality - forces strategy logic to survive realistic frictions before live deployment.
05
Broker Connectivity and Paper Trading - connects the research stack to external APIs and controlled live-like testing.
06
Regime-Aware Backtesting and Stress Testing - teaches regime detection, walk-forward analysis, volume-dependent slippage models, survivorship bias correction
Questions about Algorithmic Trading with Python
What is Algorithmic Trading with Python about?
Algorithmic Trading with Python is a practical book from AlgoCracked Series. Plenty of Python developers have a trading idea that works in a notebook and falls apart the moment it meets real
What formats are available for Algorithmic Trading with Python?
Available formats include Ebook (PDF + EPUB). Digital access is delivered through the Adrian Wisely library after checkout.
How do I access Algorithmic Trading with Python after purchase?
After checkout confirms, digital access is made available in the Adrian Wisely library for the account used to purchase.
Is there a free sample of Algorithmic Trading with Python?
Yes. This title includes a free sample where the sample action is available on the product page.
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