July 2026
Intermediate to advanced
536 pages
10h 39m
English
Content preview from Python for Algorithmic Trading Cookbook - Second EditionBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Preface
Algorithmic trading combines statistical models, programming, and quantitative methods to systematically trade financial assets. Markets now generate orders of magnitude more data than a discretionary trader can process, and the firms producing the best risk-adjusted returns are the ones with the most disciplined research, backtesting, and execution infrastructure. Python for Algorithmic Trading Cookbook, Second Edition gives you 68 hands-on recipes across 15 chapters to design, backtest, and deploy your own algorithmic trading strategies in Python. The code spans 51 annotated Jupyter notebooks and 17 modular Python trading applications, plus four GPU-accelerated research scripts.
Most trading books still focus on technical analysis indicators ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.