FIN 580: Advanced Data Science and Python for Finance
From Xing Gao
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From Xing Gao
This course aims to expand your knowledge in Python and provide data analytics tools to solve problems in finance. The first part of the course presents advanced topics in pandas, including hierarchical indexing, data manipulation, handling missing values, and data visualization. The second part of the course focuses on analyzing data and solving real-world problems such as investigating market responses to earnings announcements, comparing value and growth investing, forecasting stock prices, predicting bankruptcy, and estimating house prices. By the end of the term, you will gain competency in performing financial analysis using Python.