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- Python Algorithmic Trading Cookbook. All the recipes you need to implement your own algorithmic trading strategies in Python
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Python Algorithmic Trading Cookbook. All the recipes you need to implement your own algorithmic trading strategies in Python
Ebook
If you want to find out how you can build a solid foundation in algorithmic trading using Python, this cookbook is here to help.
Starting by setting up the Python environment for trading and connectivity with brokers, you’ll then learn the important aspects of financial markets. As you progress, you’ll learn to fetch financial instruments, query and calculate various types of candles and historical data, and finally, compute and plot technical indicators. Next, you’ll learn how to place various types of orders, such as regular, bracket, and cover orders, and understand their state transitions. Later chapters will cover backtesting, paper trading, and finally real trading for the algorithmic strategies that you've created. You’ll even understand how to automate trading and find the right strategy for making effective decisions that would otherwise be impossible for human traders.
By the end of this book, you’ll be able to use Python libraries to conduct key tasks in the algorithmic trading ecosystem.
Note: For demonstration, we're using Zerodha, an Indian Stock Market broker. If you're not an Indian resident, you won't be able to use Zerodha and therefore will not be able to test the examples directly. However, you can take inspiration from the book and apply the concepts across your preferred stock market broker of choice.
Starting by setting up the Python environment for trading and connectivity with brokers, you’ll then learn the important aspects of financial markets. As you progress, you’ll learn to fetch financial instruments, query and calculate various types of candles and historical data, and finally, compute and plot technical indicators. Next, you’ll learn how to place various types of orders, such as regular, bracket, and cover orders, and understand their state transitions. Later chapters will cover backtesting, paper trading, and finally real trading for the algorithmic strategies that you've created. You’ll even understand how to automate trading and find the right strategy for making effective decisions that would otherwise be impossible for human traders.
By the end of this book, you’ll be able to use Python libraries to conduct key tasks in the algorithmic trading ecosystem.
Note: For demonstration, we're using Zerodha, an Indian Stock Market broker. If you're not an Indian resident, you won't be able to use Zerodha and therefore will not be able to test the examples directly. However, you can take inspiration from the book and apply the concepts across your preferred stock market broker of choice.
- 1. Handling and Manipulating Date, Time, and Time Series Data
- 2. Stock Markets - Primer on Trading
- 3. Fetching Financial Data
- 4. Computing Candlesticks and Historical Data
- 5. Computing and Plotting of Technical Indicators
- 6. Placing Trading Orders on the Exchange
- 7. Placing Bracket and Cover Orders on the Exchange
- 8. Algorithmic Trading Strategies — Code Step-by-Step
- 9. Algorithmic Trading – Backtesting
- 10. Algorithmic Trading – Paper Trading
- 11. Algorithmic Trading – Real Trading
- 12. Appendix I
- 13. Appendix II
- 14. Appendix III
- Title: Python Algorithmic Trading Cookbook. All the recipes you need to implement your own algorithmic trading strategies in Python
- Author: Pushpak Dagade
- Original title: Python Algorithmic Trading Cookbook. All the recipes you need to implement your own algorithmic trading strategies in Python
- ISBN: 9781838982515, 9781838982515
- Date of issue: 2020-08-28
- Format: Ebook
- Item ID: e_2aff
- Publisher: Packt Publishing