The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML
This is the workshop repository for the Causal Modeling in Machine Learning Workshop on Altdeep.ai.
Altdeep.ai workshop are taught via online instruction paired with one-on-one meetings with workshop instructors. Visit Altdeep.ai for info on the workshop content and fees. The material in this repo is open source and free.
NEU Students: If you are thinking of signing up for the course and have questions, reach out to me at [email protected], rather than my NEU email.
Upon completing this course, you will be capable of building causal reasoning algorithms into decision-making systems in data science and machine learning teams within top-tier technology organizations. You will have implemented a portfolio project that demonstrates this competence. You will use the PyTorch-based probabilistic deep learning framework Pyro to implement the homework assignments and class project and will be an expert in using this framework by the end of the course.
You will gain the most from this course if you:
This course will cover the following:
The contents of this repository is under an MIT License.