Introduction to Reinforcement Learning

Introduction to Reinforcement Learning

Reinforcement Learning is one of the biggest research topics in AI and ML today, thanks to its potential to transform business. It mimics learning as it is done in the real world and therefore researchers are optimistic that it will be of great value to help AI and ML...
Recommender Systems: Going beyond Accuracy

Recommender Systems: Going beyond Accuracy

In our previous blog, we gave you an overview of recommender systems. Now let’s look at what makes a good recommender system and how some of the biggest media and eCommerce giants are making use of these systems to stay ahead of their rivals. Metrics for Recommender...
Improving Customer Engagement with Recommender Systems

Improving Customer Engagement with Recommender Systems

Since the past few years, online streaming businesses have been successfully using machine learning based recommender systems to increase and improve customer engagement, loyalty and sales, and retail companies are quickly following suit. A recommender or...
Microservices: Built for Business

Microservices: Built for Business

As organizations become more Agile and lean towards a DevOps environment, microservices or microservice architecture is fast becoming the buzzword. But many organizations are still unsure of what it means and if it is the right fit for them. Microservices is a...
Infrastructure as Code: The Driving Force behind DevOps

Infrastructure as Code: The Driving Force behind DevOps

Infrastructure as Code (IaC) has emerged as one of the key practices of the DevOps movement and is used alongside continuous delivery. Experts suggest that IaC is really what led to the cloud revolution and is the driving force behind DevOps. What is Infrastructure as...
Continuous Delivery: Helping businesses stay competitive

Continuous Delivery: Helping businesses stay competitive

Large organizations and business enterprises are now taking the Continuous Delivery approach to catch up with the competition – smaller, leaner and innovative start-ups. So, what is Continuous Delivery exactly and how does it help businesses stay competitive? Read on....