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…
Machine learning is a buzzword in the digital world right now, and for a good reason: Representing a major step forward in how machines can learn to find hidden insights without being explicitly programmed where to look. As you read, I am sure all of you have come across one common question “What are some…
Organizations are increasingly facing one of the two questions: 'Is it time to move from the data warehouse to a data lake? Or 'We want to build a warehouse. Should we rather go for a data lake?' Data Lake is by no means a replacement of data warehouse. Let’s look briefly what each of these...
Machine Learning (ML) gives computers the ability to learn without being explicitly programmed. Evolved from the study of pattern recognition and computational learning theory in artificial intelligence, ML explores the study and construction of algorithms that can learn from and make predictions on data through building a model from sample inputs. It's a really exciting...