Machine Learning Engineering for Production
Inauguration Dr. Abdul Rahman (Director LBS Centre for Science and Technology)
Faculty Development Program on “Machine Learning Engineering for Production.” organized by the Department of Computer Science & Engineering at LBS College of Engineering, Kasaragod is a comprehensive program, meticulously designed to offer educators, researchers, and industry professionals a profound understanding of implementing machine learning solutions in production settings within an MLOps framework.
Date: January 8-13, 2024,
Course Contents will include:
Introduction to MLOps
Essential data science and math for MLOps
Python Essentials for MLOps
DevOps and DataOps
Deployment fundamentals – containers
Container orchestration basics – Kubernetes
MLFlow and KubeFlow
MLFlow and MLOps in Cloud
SE principles and security for MLOps
