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Codecademy

Analyze Financial Data with Python

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Overview

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Level up in financial analytics by learning Python to process, analyze, and visualize financial data. Includes **Python**, **Portfolio Optimization**, **Financial APIs**, **NumPy**, **Financial Statistics**, **MatPlotLib**, and more.

Syllabus

  • Introduction to Python
    • Learn the basics of Python, one of the world's most popular and powerful programming languages, and see how it can be utilized in Finance.
  • Introduction to NumPy
    • Learn the basics of NumPy, a Python package for handling large, multi-dimensional arrays and matrices, to quicken your financial analyses.
  • Introduction to Pandas
    • Learn the basics of Pandas, a Python package for data manipulation and analysis, and discover how to access financial data from APIs.
  • Visualizing Finance Data
    • Learn the basics of Matplotlib, a Python package for data visualization, and discover how to optimize a portfolio of stocks.
  • Regression
    • Learn the basics of Regression, a statistical modeling technique for estimating the relationships between variables.
  • Capstone
    • Complete our capstone project that will test all of your financial and programming skills.

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