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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Advanced Recipes for GPU-Accelerated Trading Research
Quantitative trading research is computationally intensive. Factor research, portfolio optimization, and risk modeling require processing millions of rows of market data, fitting models across large cross-sections of assets, and solving complex optimization problems. These workflows are bottlenecked by CPU-bound operations that dominate most quant research codebases.
Graphics processing units (GPUs) solve this by executing thousands of parallel operations simultaneously. Unlike CPUs, which have 8-20 cores optimized for sequential tasks, modern GPUs have thousands of cores designed for data-parallel workloads. This architecture makes GPUs ideal for the vectorized DataFrame operations, matrix ...
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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.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.