A time travel tale from 1960 to 2019 — Data analytics is critical to our ability to interpret election validity and ensure data quality within governments. Visually understanding India’s election results since the year 1960 gives us a better picture of how the fates of leaders and parties have changed over the decades. What might be surprising for one…

What really is Edge Intelligence and how will it change ML applications. Remember the time when Cloud computing was the buzz word. That was 2011-2012. …

DNN inference on embedded platforms Deep neural networks (DNNs) are successful in many computer vision tasks. Obvious duh! However, the most accurate DNNs require millions of parameters and operations, making them energy, computation and memory intensive. [GOEL] VGG-16 needs 15 billion operations to perform image classification on a single image. …

Focus on Remote Sensing and Satellite images. Computer vision is an interdisciplinary scientific field that deals with how computers can gain high-level understanding from digital images or videos. From the perspective of engineering, it seeks to understand and automate tasks that the human visual system can do. So much for…

Lessons from WiDS 2020 competition on what not to do. The Challenge The challenge was to create a model that uses data from the first 24 hours of intensive care to predict patient survival. MIT’s GOSSIS community initiative, with privacy certification from the Harvard Privacy Lab, has provided a dataset of more…

Quantifying distance between various media outlets Using text analytics to understand the topics Indian Media focuses on and to be able to quantify the similarity among different Media Houses. Final results preview Our final result will be a dashboard that will visualize a network graph of the media outlets based on the term…

Using Machine Learning to understand and predict media bias in articles. Background Media bias is bias or perceived bias of journalists within the mass media including social media, in the selection of events and stories that are reported and how they are covered. The term “media bias” implies a pervasive or…

Life. Living. Death What if you knew what your life is going to lead to. You knew already what’s going to happen in the end. What your state would be in those final moments? Would you stop being who you are? Would that change your end state ? …

Using Google Cloud Functions to fetch data to cloud storage As part of one of my recent project, I was working with text. Precisely Religious text. We were curious about a few questions Distinctions between Pre-abrahamic vs Abrahamic religions Geography/Demographics by religion What do different religious books agree/disagree on? Evolution…