Blogs

Advanced Analytics Natural Language Processing

Enriching Your Data is the Secret to Personalization

Data Enrichment adds value to and improves richness and quality of organizational data so that more data driven informed decisions can be taken!

Big Data

Achieving Success With Your Big Data Initiatives – A Vendor’s Perspective

Big data analytics offers revolutionary capabilities but achieving results requires a strategic vision—and a view into how it can create business value. Over the last few years, the term “big…

Machine Learning

Recommender Systems 101

Have you ever given a thought how e-commerce websites show you products with “Customer who bought this also bought this” or how Netflix recommends movies based on your interest or…

Machine Learning Predictive Analytics

Deploying Predictive Models

Over the last decade, we have seen tremendous interest in the application of data mining and statistical algorithms, first in research and science and, more recently across

Advanced Analytics

Analytics: No Pain, No Gain

“Analytics is a journey and not a destination!! It takes considerable effort to frame that journey and execute it with a sense of purpose. You will encounter stumbling blocks that…

Machine Learning Predictive Analytics

Improving Predictions with Ensemble Model

Introduction “Alone we can do so little and together we can do much” – a phrase from Helen Keller during 50’s is a reflection of achievements and successful stories in…

Machine Learning

Boosting Performance of Machine Learning Models

People often get stuck when they are asked to improve the performance of existing predictive models. What usually they do is try different algorithms and check their results. But often…

Machine Learning

Apache Flink Vs Apache Spark

Do we really need yet another big data processing system? This was the first question which popped up when we first got to know about Apache Flink. Big data world…

Machine Learning Predictive Analytics

Dimension Reduction in Predictive Modeling

With the advent of “big data”, data scientists have to deal with the problem of information overload and the concept of Dimension Reduction has become a vital part of their…

Blog Uncategorized

Stock-outs Create Customer Attrition Risk for Mid-Size Retailers

  Anyone who’s ever had a bag of popcorn at the movies knows how maddening it is to eat the last 5 percent of the bag. The unpopped kernels typically…