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Final Year Student Project >> Algorithmic Trading using Python...
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Algorithmic Trading using Python
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AJProfessionals
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Posted: Sunday 03, March 2024 06:22:09 AM
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Project Category : Python
Project Name : Algorithmic Trading using Python
Project Technology : Python, Data Science, Data Structure, Wen
Scarping, MongoDB, GUI, DB, IDEL IDE
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| AJProfessionals | Posted: Sunday 03, March 2024 06:22:38 AM | | The use of computer algorithms to perform trades in financial markets is known as algorithmic tradin
g, sometimes known as automated trading or algo trading. Python is a popular language for algorithmi
c trading because of its flexibility, large library, and data analytic capabilities. Here are the ba
sic stages to getting started with Python algorithmic trading:
1. Choose a Trading Strategy
2. Set Up a Development Environment
3. Data Acquisition
4. Data Analysis and Preprocessing
5. Backtesting
6. Strategy Implementation
7. Integration with Brokerage APIs
8. Risk Management
9. Live Trading
10. Monitoring and Maintenance
11. Reporting and Visualization
12. Compliance and Regulations
13. Risk Assessment
14. Community and Resources
15. Continuous Learning
Python tools like as NumPy, pandas, and Matplotlib, as well as popular trading libraries such as Zip
line, Backtrader, and ccxt, can be useful for many elements of algorithmic trading, from data analys
is through strategy implementation and backtesting.
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