Speaker "Ritu Jyoti" Details Back



Why ML Ops is your Business' New Competitive Frontier


From Retail to banking to healthcare and beyond, virtually all industries are adopting or investigating Artificial Intelligence/Machine learning (ML) to develop innovative products and services and gain a competitive edge. While most businesses are ramping up on the build and train phase of the AI/ML project, they are struggling to manage and orchestrate the entire ML lifecycle from PoC to pilot to production deployment. In this session, learn what ML Ops entails and some of the ways early adopters are addressing the challenges to accelerate time to market for their AI initiatives and drive superior business outcomes.
Who is this presentation for?
Data Scientists, Data Engineers, Data architects, Model Architects, DevOps Engineers, IT Architects, It Governance and Operations Manager
Prerequisite knowledge:
AI/ML Lifecycle
What you'll learn?
Managing ML lifecyle from PoC to Pilot to Production - Tools and Technologies available and approaches to scale


Ritu Jyoti is Group Vice President, Worldwide Artificial Intelligence (AI) and Automation Research with IDC's software market research and advisory practice. Ms. Jyoti is responsible for leading the development of IDC's thought leadership for AI Research and management of the Worldwide AI and Automation Software research team. Her research focuses on the state of enterprise AI efforts and global market trends for the rapidly evolving AI and Machine Learning (ML) innovations and ecosystem. Ms. Jyoti also leads insightful research that addresses the needs of the AI technology vendors and provide actionable guidance to them on how to crisply articulate their value proposition, differentiate and thrive in the digital era.
Ritu Jyoti is a trusted advisor to some of world's largest technology firms and end-users. Prior to this role, she was Program Vice President, Systems Infrastructure Research Portfolio for IDC's Cloud IaaS, Enterprise Storage and Server team. She expanded IDC’s research on Infrastructure for AI & Analytics, launched a competitive market "Data services for hybrid cloud", and delivered compelling "Digital Transformation – IT Transformation" framework for Data Infrastructure Services. She was also the lead analyst for a couple of technology vendors consulting engagements, where she delivered ground-breaking research to drive their business transformation, re-enforcing IDC's position as the go-to thought leader in the industry.