William Ritter

Practical machine learning skills in finance.

A relatively comprehensive knowledge about all kinds of AI algorithm, including machine learning, Deep Learning and reinforcement learning.

Very interesting background about the most popular machine learning algorithms

Different regression models including Linear, Ridge, Lasso, Elastic Net,.... Concept of gradient descent Portfolio optimization Utility of machine learning in finance

The course can help you formulate machine learning skills that are practical to use.

Math and statistic concepts regarding machine learning and their applications in finance

Basic concepts in Machine Learning and how they apply to the field of Finance

general knowledge about machine learning algos

Many classical machine learning models + use cases

General knowledge regarding machine learning