India's largest platform and marketplace for AI & Analytics leaders & professionals

Sign in

India's largest platform and marketplace for AI & Analytics leaders & professionals

3AI Digital Library

MLOps Demystified: Building Trusted and Ethical AI

October 3, 2021

Aruna Pattam
Head – AI & Data Science
HCL Technologies

We’re standing on the precipice of a new era in artificial intelligence and machine learning. It’s an exciting time for all of us, with AI helping us make faster decisions and work smarter. But as we move from theory into practice, there are still some big questions that need answering –how do we scale AI and help build trusted & ethical AI. Machine Learning Operations (MLOps) has been described as the next frontier in artificial intelligence that deals with deploying machine learning models into production, while ensuring high model performance, operationalizing ML processes and governance for a safe and ethical AI.

This session will focus on demystifying MLOps and discuss what it is, why it’s important, current challenges, who needs to be involved to execute MLOps successfully, machine learning model life cycles, use cases of MLOps and how it can help build trusted and ethical AI. Please join Aruna Patam as she takes you through a journey of MLOps.

    3AI Trending Articles

  • AI is changing the way doctors think about providing care

    While robots and computers will probably never completely replace doctors and nurses, machine learning/deep learning and AI are transforming the healthcare industry, improving outcomes, and changing the way doctors think about providing care. Machine learning is improving diagnostics, predicting outcomes, and just beginning to scratch the surface of personalized care. Imagine walking in to see […]

  • Commodity Price Forecasts using ML driven Insights

    Featured Article: Author: Tarana Chauhan, Procurement Analyst, AB InBev Dependency on Commodities and Associated Risks: Companies with Agricultural commodities as their core raw material face several risks in supply security. Agricultural commodities not only suffer from the risks associated with market dynamics like all other commodities but are also impacted by environmental factors making them […]

  • Cloud Neutrality

    A multibillion-dollar, privately-owned infrastructure is now essential to the modern internet economy. That should freak you out. WE SPENT A lot of years talking about net neutrality—the idea that the companies that provide access to the internet shouldn’t unfairly block, slow down, or otherwise interfere with traffic even if that traffic competes with their services. But there’s […]

  • Infosys shifting from IT services to hyper automation and analytics

    Infosys is preparing for the AI revolution, a shift from IT services to hyper automation and analytics IT major Infosys has been making progress in exponential technologies such as Artificial Intelligence (AI), a significant shift from the usual IT services. This has been further accelerated by the lockdown and subsequent need to adopt AI and cloud based […]