November 2020
Intermediate to advanced
378 pages
8h 47m
English
Content preview from Python for Algorithmic TradingBecome 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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Index
A
- absolute maximum drawdown, Case Study
- AdaBoost algorithm, Vectorized Backtesting
- addition (+) operator, Data Types
- adjusted return appraisal ratio, Algorithmic Trading
- algorithmic trading (generally)
- advantages of, Algorithmic Trading
- basics, Algorithmic Trading-Algorithmic Trading
- strategies, Trading Strategies-Conclusions
- alpha seeking strategies, Trading Strategies
- alpha, defined, Algorithmic Trading
- anonymous functions, Python Idioms
- API key, for data sets, Working with Open Data Sources-Working with Open Data Sources
- Apple, Inc.
- intraday stock prices, Getting into the Basics
- reading stock price data from different sources, Reading Financial Data From Different Sources-Reading from Excel and JSON
- retrieving historical unstructured data about, Retrieving Historical Unstructured Data-Retrieving Historical Unstructured Data
- app_key, for Eikon Data API, Eikon Data API
- AQR Capital Management, pandas and the DataFrame Class
- arithmetic operations, Data Types
- array programming, Making Use of Vectorization
- (see also vectorization)
- automated trading operations, Automating Trading Operations-Strategy Monitoring
- capital management, Capital Management-Kelly Criterion for Stocks and Indices
- configuring Oanda account, Configuring Oanda Account
- hardware setup, Setting Up the Hardware
- infrastructure and deployment, Infrastructure and Deployment
- logging and monitoring, Logging and Monitoring-Logging and Monitoring
- ML-based trading strategy, ML-Based Trading Strategy-Persisting the Model Object
- online algorithm, ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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.