Algorithmic Trading and Quantitative Analysis Using Python
Build fully automated trading system and Implement quantitative trading strategies using Python.
What you’ll learn in Algorithmic Trading and Quantitative Analysis Using Python
- Algorithmic trading and quantitative analysis using python
- Carrying out both technical analysis and fundamental analysis programatically
- API trading
Requirements of Algorithmic Trading and Quantitative Analysis Using Python
- Intermediate level expertise in python
- high school level familiarity with mathematics and statistics
- Basic understanding of equity/forex trading
Algorithmic Trading and Quantitative Analysis Using Python Description
Build a fully automated trading bot on a shoestring budget. Learn quantitative analysis of financial data using python. Automate steps like extracting data, performing technical and fundamental analysis, generating signals, backtesting, API integration etc. You will learn how to code and back test trading strategies using python. The course will also give an introduction to relevant python libraries required to perform quantitative analysis. The USP of this course is delving into API trading and familiarizing students with how to fully automate their trading strategies.
You can expect to gain the following skills from this course
- Extracting daily and intraday data for free using APIs and web-scraping
- Working with JSON data
- Incorporating technical indicators using python
- Performing thorough quantitative analysis of fundamental data
- Value investing using quantitative methods
- Visualization of time series data
- Measuring the performance of your trading strategies
- Incorporating and backtesting your strategies using python
- API integration of your trading script
- FXCM and OANDA API
- Sentiment Analysis
Who this course is for
- Traders looking to automate strategies and building automated trading stations, data scientists seeking to work with financial data, anyone curious about quantitative analysis
