15h15-16h16

Mardi 15 novembre 2022

Par Pierre-Marc Jodoin (Professeur invité de l'Université de Sherbrooke).

• MLOps and Good AI Practices or the Modern Way of Developing Deep Learning Software

Machine learning has progressed at a tremendous pace in the past few years.  While it is true for the fundamental science behind ML, it is also true for the software development in real-life conditions.  In this presentation, we will see what an overview of what Continuous Integration (CI), Continuous Delivery (CD), Continuous Training (CT), Continuous Monitoring (CM) is all about, how R&D and Operations are two separate beasts, and how nowadays things such as data versioning, experimental management, testing, reproducibility, deployment and monitoring can now be automatized.

• Patent 101

In this presentation, we shall explore some of the most important aspects of patents such as:  What are the different types of patents?  What can be patented?  How to read a patent?  and what is the patent application work flow.

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