Microsoft MVP, Data & AI Consultant at Pearl Innovations Limited
Anu is a Data, Analytics and AI Consultant with 20+ years of experience working in design and development of Data Warehouse, Business Intelligence, AI enabled applications and SaaS integrated solutions. Anu is a Microsoft AI MVP, Microsoft Certified Trainer and really passionate in sharing knowledge. Anu loves solving complex business problems with innovative solutions using technologies.
Anu does speak at Conferences (PASS Summit, SQL Saturdays, Data Platform Summit, Difinity) and organise local user group meetups.
Title : Introducing MLOps – DevOps for Machine Learning
Machine Learning Operations (MLOps) is also termed as DevOps for Machine Learning process. Data Science projects are different than the normal Application development projects. MLOps brings in DevOps concepts, practices and principles to Machine Learning around Source Control, CI/CD pipelines, Version Control, and iterative deployment.
Azure Machine Learning provides MLOps capabilities like reproducible pipelines, reusable software environments, package and deploy models etc.
In this session, you will get to learn about
• Infrastructure as Code
• Managing Code Repositories
• Model Management
• Continuous Integration
• Continuous Delivery