- Jupyter
- Regression Analysis
- Financial Modeling
- Statistical Methods
- Machine Learning
- Unsupervised Learning
- Dimensionality Reduction
- Supervised Learning
- Applied Machine Learning
- Predictive Analytics
- Portfolio Risk
- Computer Science
Python and Machine Learning for Asset Management
Completed by Adriano Campo
September 22, 2023
16 hours (approximately)
Adriano Campo's account is verified. Coursera certifies their successful completion of Python and Machine Learning for Asset Management
What you will learn
Learn the principles of supervised and unsupervised machine learning techniques to financial data sets
Understand the basis of logistical regression and ML algorithms for classifying variables into one of two outcomes
Utilize powerful Python libraries to implement machine learning algorithms in case studies
Learn about factor models and regime switching models and their use in investment management