Python & Machine Learning for Financial Analysis
Master Python Programming Fundamentals and Harness the Power of ML to Solve Real-World Practical Applications in Finance
What you’ll learn
- Master Python 3 programming fundamentals for Data Science and Machine Learning with a focus on Finance.
- Understand how to leverage Python's power to apply key financial concepts such as calculating daily portfolio returns, risk, and Sharpe ratio.
- Understand the theory and intuition behind Capital Asset Pricing Model (CAPM), Markowitz portfolio optimization, and the efficient frontier.
- Apply Python to implement several trading strategies such as momentum-based and moving average trading strategies.
- Understand how to use Jupyter Notebooks for developing, presenting, and sharing Data Science projects.
