Python for Financial Analysis and Algorithmic Trading By Jose Portilla, Pierian Training
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Python for Financial Analysis and Algorithmic Trading · Program
About this program
Python for Financial Analysis and Algorithmic Trading
Online Course
Learning format
Python
Subcategory
English
Course language
$64.99
Price
Price may change · updated within 1–2 weeks
Official program page
What you'll learn in Python for Financial Analysis and Algorithmic Trading
- 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
What's Included in Python for Financial Analysis and Algorithmic Trading
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