Container adoption is growing rapidly in the enterprise. By 2023, more than 70% of global organizations will be more than two containerized applications in production. What is Virtualization? Virtualization is the process of creating a software-based, or virtual, representation such as virtual applications, servers, storage, and networks. …

This is my second task in an online internship under the mentorship of Vimal dagga sir. This task is related to MLOps.After reading the blog you can understand how to write a docker file and how to do the job chaining in Jenkins. Step 1: Create a container image that…

WHAT IS AUTOMATION Automation is the technology by which a process or procedure is performed with minimal human assistance. Automation or automatic control is the use of various control systems for operating equipment such as machinery, processes in factories, boilers, and heat treating ovens, switching on telephone networks, steering, and stabilization of ships…

Transfer Learning Transfer learning makes use of the knowledge gained while solving one problem and applying it to a different but related problem.I’m using the Inception model as it is quite capable of extracting useful information from an image. WHY TRANSFER LEARNING? It’s well known that convolutional networks require significant amounts of data and resources…

WHY MLOps is important in machine learning? The reality of the machine learning lifecycle in an industry is much more complex. Data is constantly changing so it not possible we are changing model every event. MLOps is important to any team that has even one model in production, as continuous performance monitoring and adjusting according to the…