ETL vs ELT: Considering the Advancement of Data Warehouses ETL stands for Extract, Transform, Load. It has been a traditional way to manage analytics pipelines for decades. With the advent of modern cloud-based data warehouses, such as BigQuery or...

How IOT is changing our world? The Internet of Things connected all of kinds intelligent devices, such as mobile devices, sensors, machines or vehicles with each other and with the cloud computing. Analysis of the IoT data offers many opportunities for...

Decision-driven before data-driven : A roadmap for data-driven organizations A MANAGER MUST MAKE DECISIONS Some thirty years back, when I started my career as a management-trainee with an Aerospace company; the 18 months long training program included...

Some Reinforcement Learning: The Greedy and Explore-Exploit Algorithms for the Multi-Armed Bandit Framework in Python In this article the multi-armed bandit framework problem and a few algorithms to solve the problem is going to be discussed. This problem...

American Community Survey data in R I met up with an old grad school friend a few weeks back. He's an accomplished professor of demography, basically the statistical study of populations, particularly surrounding births, deaths, and fertility. Where he...

Next Generation Automated Machine Learning (AML) Summary:  Automated Machine Learning has only been around for a little over two years and already there are over 20 providers in this space.  However, a new European AML platform called Tazi, new in the US,...