Integrated development environments aka IDEs can be a valuable tool for machine learning development, management, and deployment. They can help developers to write better code, debug code, visualize data, manage projects, and deploy models. But how does regular IDEs differ from the ones used for Machine learning and AI application development? IDEs for machine learning development and normal application development differ in a few key ways: Features: IDEs for machine learning development typically include features that are specifically designed for machine learning, such as: Built-in l ..read more

Machine learning (ML) has rapidly become a key component of modern businesses, with organizations using ML algorithms to derive insights, automate processes, and improve decision-making. However, deploying and managing machine learning models in production is often a challenging task that requires close collaboration between data scientists and IT operations teams. This is where MLOps comes in – a set of practices and technologies that aim to streamline the ML lifecycle and bridge the gap between machine learning and operations. What is MLOps? MLOps, short for Machine Learning Operations, is a ..read more

Join Abhishek Srivastava and a select group of industry executives on 1st June 2022 | 11:30am EST as we discuss the challenges with digital and cloud transformation journeys, as well as how to utilize the right technologies to ensure resilience, scalability, and security. #AIatWork, #AbhishekSrivastava, #AILeader, #MeettheBoss Innovate and Automate: How to Digitize Your Entire Network Environment ..read more

It feels great to appear in The best blogs about Enterprise Architecture from thousands of blogs on the web ranked by traffic, social media followers, domain authority & freshness by Feedspot. Here is the list published by Feedspot.com. They curated more than 250,000 popular blogs and categorized them in more than 5,000 niche categories and industries. Feedspot’s research team spend time and effort over millions of blogs on the web, finding influential, authority and trustworthy bloggers in a niche industry .  More details can be found here –https ..read more

A composable enterprise, defined by Gartner as “an organization that delivers business outcomes and adapts to the pace of business change”, relies on the assembly of interchangeable application building blocks. This architectural overhaul has largely been driven by a demand for more configurable application experiences, and the need to evolve existing application portfolios that are often too risky and costly to replace. New business opportunities require agility from application portfolios; however, many enterprises are still limited in their ability to adapt. Why? They rely on mono ..read more

Microservice Architecture Pattern for Architects This blogpost explains about advantages, disadvantages, internal service communication, SOA vs MSA, Prerequisites, and other aspects of Microservice Architecture that are required to define architecture your application with Microservices. Origin of Microservices – The term Microservices was referred first time by James Lewis in a workshop for software architects in March 2012. In 2013-14 Microservices was well known term for Architects from large enterprises. In 2014 James Lewis and Martin Fowler described Microservices as ..read more