This book will help demonstrate how to use Kubeflow components, deploy them in GCP, and serve them in production using real-time data prediction. With Kubeflow KFserving, we'll look at serving techniques, build a computer vision-based user interface in streamlit, and then deploy it to the Google cloud platforms, Kubernetes and Heroku. Next, we also explore how to build Explainable AI for determining fairness and biasness with a What-if tool. Backed with various use-cases, we will learn how to put machine learning into production, including training and serving.

Ever since its introduction in 2015, there's hardly anyone who denies information regularly on the big'Digital Transformation' that India boasts about. The efforts are being made to turn the Digital India a reality in the coming few years. On the other hand, recent advancements in key technologies have enhanced IoT's capacities and utility within enterprises and supported growth through digital transformation. BIS Infotech's, Jyoti Gazmer, recently had a dialogue with Interra Information Technologies Aniruddha Guha Sarkar, Senior Vice President of Engineering, Interra Information Technologies & Ranjan Guha, President North America, Interra Information Technologies has brought analysis of the digital transformation in India-what we know so far, how do we measure it and the challenges. Also, it touches majorly on how IoT can be an extended definition to define Digital Transformations.