Python for Financial Analysis and Algorithmic Trading
Online Courses Udemy - Python for Financial Analysis and Algorithmic Trading, Learn numpy , pandas , matplotlib , quantopian , finance , and more for algorithmic trading with Python!
BESTSELLER, 4.5 (8,446 ratings), Created by Jose Portilla, English [Auto-generated], French [Auto-generated], 8 more
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What you'll learn
- Use NumPy to quickly work with Numerical Data
- Use Pandas for Analyze and Visualize Data
- Use Matplotlib to create custom plots
- Learn how to use statsmodels for Time Series Analysis
- Calculate Financial Statistics, such as Daily Returns, Cumulative Returns, Volatility, etc..
- Use Exponentially Weighted Moving Averages
- Use ARIMA models on Time Series Data
- Calculate the Sharpe Ratio
- Optimize Portfolio Allocations
- Understand the Capital Asset Pricing Model
- Learn about the Efficient Market Hypothesis
- Conduct algorithmic Trading on Quantopian
