Jump-start your machine learning project with pre-built code Wondering how to create the best marketing strategy to reach out to different customer groups? Do you know which groups of customers are most likely to buy your product? …

How does clustering work, and why is it so important for businesses? This article provides a straightforward and easy-to-understand explanation of what clustering is and how it is now being used in the business world to address various problems. What Exactly Are Clustering Algorithms? Clustering, or cluster analysis, is an unsupervised machine learning method. As…

In the previous article, we explained how clustering, an unsupervised machine learning method, is different from the supervised machine learning method. We also described the concept of clustering analysis using a simple example and showed how it could be used throughout many businesses to solve various problems. In this article…

By Gavita Regunath and Dan Lantos Automated Machine Learning, or AutoML, has gained a lot of popularity and traction in both the research and business sectors. Why? 61% OF DATA AND ANALYTICS DECISION-MAKERS WHOSE FIRMS ARE ADOPTING ARTIFICIAL INTELLIGENCE SAID THEY HAD IMPLEMENTED AUTOML SOFTWARE OR ARE IN THE PROCESS…

By Gavita Regunath and Dan Lantos Do you want to get started with computer vision but do not really know where to start? Or would you like to quickly get an idea as to which state-of-the-art (SoTA) computer vision model is best for your task? …

In the previous article and video, we introduced the concept of a feature store, the history, and the benefits of using a feature store. It is a well-known fact that many vendors are developing and offering feature stores as either a standalone product or an add-on to existing platforms to…

A Beginner’s Guide To Understanding Feature Stores In less than 5 minutes Feature stores are rapidly gaining popularity in the machine learning environment. When I initially began my quest to learn more about feature stores, I had a number of questions. The answers to these questions helped me understand what feature stores are and why they’re becoming…

I debated whether to write this piece for a long time. This was due to several factors. At a recent AI conference, I was asked to define Artificial Intelligence. I was initially taken aback as I would never expect someone attending an AI conference to ask what the meaning of…

“AI is the ‘new electricity’ … just as electricity transformed many industries roughly one hundred years ago; AI will also now change every major industry.” That is a pretty powerful statement above by Dr Andrew Ng! However, we are all well aware that many industries have used Artificial Intelligence (AI)…