MLOps
Building a smarter approach to AI Model evaluation for real business impact
56% of companies have integrated AI into at least one function, underscoring the widespread embrace of AI across industries.¹ However, a study…
Deployment of Kubeflow Pipelines on EKS with Azure AD Authentication (OIDC) and Programmatic Access- Part 2
Continuing from Part 1, where we explored the process of automation in MLOps, this part delves into enabling seamless programmatic access to…
Deployment of Kubeflow Pipelines on EKS with Azure AD Authentication (OIDC) and Programmatic Access- Part 1
Scaling machine learning workflows in AI/ML ecosystem demands seamless orchestration, reproducibility, and efficiency to drive business impact. Enter Kubeflow—an open-source ML platform…
AI enabled real-time analytics improves fraud detection for banks
A fraud detection system scanning thousands of transactions can miss subtle red flags hidden in complex patterns. A seemingly legitimate transaction from…
Migrating from Azure Data and AI Stack to Microsoft Fabric: A practical overview
As the landscape of data platforms continues to evolve, Microsoft has introduced Microsoft Fabric as a comprehensive solution for data integration, analytics,…
Scalable data architecture to create seamless digital banking experiences
The need for seamless banking experiences and personalized services is driving banks to leverage data and analytics for effective decision-making. According to…
3 key components of a data analytics strategy for internal data monetization
Companies across industries are making data monetization an important part of their strategy to drill down the data and crunch it to…
Build a winning data pipeline architecture on the cloud for CPG
The CPG industry has historically had little exposure to consumer data. But, with the surge in digitization and a shift in customer…
Best practices for adopting multi-cloud strategy in your organization
The era of cloud dominance is here, and businesses are in the race to harness its power. Today, 85% enterprises are projected…