MLOps is a set of integrated processes to simplify and automate ML lifecycle management. The processes include data prep, versioning, registration, pipeline orchestration, training, validation, serving, deployment, monitoring and re-training of ML models Many enterprises have tested ML, deployed models in production but are facing challenges in managing the models. MLOps eases model management process and… Continue reading MLOps Implementation – Six Aspects you Need to Consider
Maintaining security is indispensable and treating it as an afterthought only decelerates organizations’ progress. And for businesses to enforce security at every step, they must consider DevSecOps. DevSecOps is an approach for implementing prevention and protection measures for applications and infrastructure from security risks and vulnerabilities. This ensures that the applications are less exposed to… Continue reading DevSecOps – Enabling Cloud Security and Automation
What is Data Migration? Migration Testing is a verification process of migration of the legacy system to the new system with minimal disruption/downtime. Ensure the data integrity, no loss of data, all the functional and non-functional aspects of the application are met post-migration. Why Data Migration? Below are the 3 main reasons where we go… Continue reading Data Migration Testing – Strategy, Types and Best Practices
The 21st Century Cures Act of December 2016 was a turning point in the development of RWE (Real World Evidence) in the United States. Prior to the Act, FDA’s primary use of RWE was in the post-approval safety surveillance of products that were already in the market The Act added section 505F to the Federal… Continue reading Enhancing Patient Care with Real-World Evidence
Software testing is a time-consuming, challenging, and tedious process. In order to improve quality and speed up delivery, automation tools have been developed to assist with some testing process operations. Over time with the introduction of continuous integration and continuous delivery (CI/CD) pipeline, automation tools are becoming less effective. The testing industry is looking to… Continue reading Artificial Intelligence in Software Testing
In the data warehouse architecture space, we always had two options ‘single vendor stack’ and the ‘best of breed’. ‘Single vendor stack’ gave better license leverage and technical support but the platforms were still independent units with their own workspaces. ‘Best of breed’ generally boasted innovation. Now we have a ‘single vendor stack’ that includes… Continue reading Azure Synapse Analytics – The only true Unified Data Analytics Platform
The database is an essential part of any system or application. It can be considered as the heart of any software application, so making sure that it is functioning correctly is essential. This is carried out in a controlled testing environment. The procedure is often referred to as data testing or back-end testing. It is… Continue reading Quick Guide on Database Testing
Microsoft kicked off its annual global partner conference, Microsoft Inspire, via an all-digital experience on July 19-20. Inspire unites partners in new and exciting ways and encompasses a broader community, allowing partners to develop increasingly valuable business relations. Along with industry leaders and partners globally, this is a unique platform to strengthen the partnership and… Continue reading Top Announcements from Microsoft Inspire 2022
Power BI provides offers rich visual that interacts well with the other visuals that are included on a Power BI report. However, one of the main complaints has been that the slices use up very precious screen real estate, especially when you are trying to add in data visuals onto a report. Filters were previously… Continue reading How to Disable Values in Filter Pane for Filters in Power BI Report
Data Governance and Compliance Data is an economic asset that helps organizations improve operations, increase revenue, solidify relationships with stakeholders, produce new revenue streams, improve the quality of current products, establish competitive differentiation, allow innovation, and reduce risks. Data Governance and Compliance is a crucial aspect in realizing the value of data as an asset. … Continue reading Microsoft Purview : Simplify Data Governance and Compliance