Keeping Your Job in the Age of Automation
Summary: What are the real threats of job loss from real and AI enhanced virtual robots? How do we position ourselves and our children to succeed in this new environm...
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Handling imbalanced dataset in supervised learning using family of SMOTE algorithm.
Consider a problem where you are working on a machine learning classification problem. You get an accuracy of 98% and you are very happy. But that happiness doesn’t las...
Open Source Deep Learning Frameworks and Visual Analytics
Deep Learning gets more and more traction. It basically focuses on one section of Machine Learning: Artificial Neural Networks. This article explains why Deep Learning is...
Beyond SMAC – Digital twister of disruption!!
Have your seen the 1996 movie Twister, based on tornadoes disrupting the neighborhoods? A group of people were shown trying to perfect the devices called Dorothy which ha...
Variable Reduction: An art as well as Science
Variable reduction is a crucial step for accelerating model building without losing the potential predictive power of the data. With the advent of Big Data and sophistica...
The Alphabet of Data Science
The alphabet of data science… Artificial Intelligence:: AI is the capability of a machine to imitate intelligent human behavior. BMW, Tesla, Google are using AI fo...
Mapping NYC Common Core Scores
Contributed by David Letzler. Introduction: A Brief History and Description of the Common Core In 2009 the National Governors’ Association and the Council of Chief St...
Avoiding Look Ahead Bias in Time Series Modelling
Any time series classification or regression forecasting involves the Y prediction at ‘t+n’ given the X and Y information available till time T. Obviously no ...
How to Sabotage a Successful Data Solution – Data Hoarding, A Ticking Time Bomb
Poor data governance often leads to a failed data state. Too many times companies, and even silos within a company, ignore the importance of data governance. Such neglect...
What is Blockchain ?
Blockchain is a form of technology that had over $1 billion invested in it in 2016 alone. While this technology is far from new, it is one that grew in popularity thanks ...