In our earlier blog post, we had built a Healthcare Chatbot, in React Native using Dialogflow API. This blog is an extension of the chatbot we built earlier. We shall learn how to add support for voice-based user interaction to that chatbot. Assuming you had followed our earlier blog and created the chatbot we will... » read more
In this blog, we shall learn how to build an AI virtual assistant or a Chatbot using React Native and Dialogflow API. Why are chatbots important?A chatbot is a piece of software that helps in conducting a conversation through voice based or textual methods. Chatbots offer companies new opportunities to improve the customer engagement process... » read more
In an earlier post, we had described the need for automating the Data Engineering pipeline for Machine Learning based systems. Today, we will expand the scope to setup a fully automated MLOps pipeline using Google Cloud Composer. Cloud Composer Cloud Composer is official defined as a fully managed workflow orchestration service that empowers you to... » read more
A common use case in Machine Learning life cycle is to have access to the latest training data so as to prevent model deterioration. A lot of times data scientists find it cumbersome to manually export data from data sources such as relational databases or NoSQL data stores or even distributed data. This necessitates automating... » read more
Our focus in this post is to leverage Google Cloud Platform’s Big Data Services to build an end to end Data Engineering pipeline for streaming processes. So what is Data Engineering?Data Engineering is associated with data specifically around data delivery, storage and processing. The main goal is to provide a reliable infrastructure for data which... » read more