Mathematics · Columbia University
basic but useful financial models and learn how financial people think
Practical machine learning skills in finance.
Izabela is awesome! We often have companies or practitioners coming to our class to present or share about their career advcie.
A relatively comprehensive knowledge about all kinds of AI algorithm, including machine learning, Deep Learning and reinforcement learning.
Basic knowledge about Financial Mathematics
Very interesting background about the most popular machine learning algorithms
Option pricing, monte carlo, bootstrap, matlab, bond price, portfolio management
Different regression models including Linear, Ridge, Lasso, Elastic Net,.... Concept of gradient descent Portfolio optimization Utility of machine learning in finance
Sometimes they invite people from the industry and alumni from different companies.
I have learned basic mathematical finance knowledge and financial problem-solving skills.