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Python for Financial Analysis and Algorithmic Trading

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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], Italian [Auto-generated], 3 more
  • 17 hours on-demand video
  • 9 articles
  • 2 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

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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