Manage Finance Data with Python & Pandas: Unique Masterclass

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Analyze Stocks with Pandas, Numpy, Seaborn & Plotly. Create, analyze & optimize Index & Portfolios (CAPM, Alpha, Beta)

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What you’ll learn
  • Step into the Financial Analyst role and give advice on a client´s financial Portfolio (Final Project)
  • Import large Financial Datasets / historical Prices from Web Sources and analyze, aggregate and visualize them
  • Calculate Return, Risk, Correlation and Rolling Statistics for Stocks, Indexes and Portfolios
  • Create, analyze and optimize financial Portfolios and understand the use of the Sharpe Ratio
  • Intuitively understand Modern Portfolio Theory (CAPM, Beta, Alpha, CML, SML, Risk Diversification) with Real Data examples
  • Create Interactive Price Charts with Technical Indicators (Volume, OHLC, Candlestick, SMA etc.)
  • Create Financial Indexes (price-, equal- and value- weighted) and understand the difference between Price Return and Total Return
  • Easily switch between daily, weekly, monthly and annual returns and understand the benefits of log returns
  • Start from Zero and learn all the Basics of the powerful Pandas Library

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Company

Udemy