ds3000 / mlfin

Resources for the Machine Learning for Finance workshop at Texas State University (November 2022).

Machine Learning for Finance

Workshop at Texas State University

McCoy College of Business, 04. & 05. November 2022

© Dr. Yves J. Hilpisch | The Python Quants GmbH

Slides & Agenda

You find the slides under https://certificate.tpq.io/mlfin.pdf.

The tentative agenda for the workshop is as follows:

DAY 1

• Data Science Packages
• Basic Finance Concepts
• Basic Statistical Methods
• Types of Machine Learning

DAY 2

• Finance Applications
• ML as a Process
• Deep Learning
• Reinforcement Learning

Community

Join the community on Discord at https://discord.gg/uJPtp9Awaj.

Follow us on Twitter at https://twitter.com/dyjh.

Subscribe to our YouTube channel at https://youtube.com/@dyjh.

The repository is authored and maintained by The Python Quants GmbH.

© Dr. Yves J. Hilpisch. MIT License.

Google Colab

You should be able to execute the Jupyter Notebooks with Google Colab at

https://colab.research.google.com/github/yhilpisch/mlfin.

Artificial Intelligence in Finance

Several parts of the code presented in this Workshop are based on the book Artificial Intelligence in Finance — A Python-Based Guide by myself (O'Reilly, 2020). See https://aiif.tpq.io.

Get in Touch

http://tpq.io | @dyjh | [email protected]