We are excited to invite you to our next meet up about ML CI/CD.
Data science and AI have been an in-trend topic for many years. However, it is concerning to see that in a lot of organizations, the value-adding of doing data science projects is trivial after all these years of experimenting, due to low converting rate from development to production. ML CI/CD is a concept of continuous delivery and monitoring of machine learning or AI models using automated pipelines. One of the major goals is to close the gaps among data management, model development, and production, so that new technologies could be put forward faster to boost the business.
In this pizza session, we are going to talk about the following things:
1. What is ML CI/CD and Why
2. What are the available tools in the market
3. How to build machine learning pipeline using Python and Docker
Hope to see you there!