Python for Financial Analysis and Algorithmic Trading

Python for Financial Analysis and Algorithmic Trading

Coupon Details

Python for Financial Analysis and Algorithmic Trading

Python for Financial Analysis and Algorithmic Trading, Learn numpy , pandas , matplotlib , quantopian , finance , and more for algorithmic trading with Python!

Created by Jose Portilla

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
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