Kaggle competitions are some of the biggest and most competitive data science platforms, drawing hundreds of teams from across the globe. Data scientists at GS Lab participate in Kaggle competitions to continually enhance their expertise in applying cutting-edge and emerging technologies to real-world applications. In this vein, Piyush Chauhan and Krushnakant Mardikar worked on the...
Inspiration A friend of mine is a native from Bangalore, Karnataka. Recently, for some personal reasons, she decided to move to Pune. She called me to check what neighborhoods in Pune are like her current neighborhood in Bangalore. She loves her current neighborhood in Bangalore. She went on and on about different amenities, facilities, and...
Kaggle competitions are some of the biggest and most competitive data science platforms, drawing hundreds of teams from across the globe. Therefore, we are glad to share how two data scientists from GS Lab won a silver medal in the recently concluded Kaggle competition titled “Human Protein Atlas - Single Cell Classification”. In the face...
This recent announcement from Google is absolutely jaw-dropping. Google says that its 54-qubit Sycamore processor was able to perform a calculation in 200 seconds that would have taken the world’s most powerful supercomputer 10,000 years. Is this real? Many of you have been asking me what quantum computing is all about? So, I will cover...
Whether we talk about startups or about new technology, the hype gets built because of a few big success stories. Something similar is happening with data science. We all know that data is at the heart of any company’s digitalization journey. We all know how powerful it is at providing insights which improve your operations,...
Imagine if we decide to add electronic chips to every vehicle in our city. We would setup drones or receiver towers which would continuously receive messages from these chips. The chip would continuously send data related to the vehicle such as speed, geo coordinates of the vehicle etc. Considering the number of vehicles we have on…
In today’s competitive and fragmented industry, Data-Driven decision making is the key to competitive advantages. But for many, it seems like a daunting task. The stream and sources of data are never-ending, the complexities associated with them are many, and a majority of manufacturing industry professionals still lack the complete understanding of Data-Driven concepts, tools,…
Background Any system has certain number of inputs, certain number of outputs and some relationship in between. A generic system with m inputs and p outputs can be represented as a function: f (x1, x2, … , xm) = (y1, y2, … , yp) Let us say that you are given a dataset of such...
Over the past few years emerging technologies have rattled the doors of organizations & implored CXOs to pay closer attention towards rethinking the digital strategy for their organizations. For CXOs who are in the habit of ‘future-thinking’, one of the technologies that would be on their minds is, BI dashboards. Today, it is difficult to…
In the last two years, both the volume and number of data sources have increased by unprecedented rates. From combining statistics and other mathematical tools to business data in order to assess and improve practices to taking a deep dive into historical process data to identify patterns and relationships among discrete process steps and inputs…