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Python for Financial Analysis and Algorithmic Trading

Python for Financial Analysis and Algorithmic Trading

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!
  • BESTSELLER
  • Created by Jose Portilla
  • English
  • English [Auto-generated], Indonesian [Auto-generated], 6 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

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