A few days ago, my brother walks in my room and sees me writing code and studying a math tutorial, with a puzzled expression he asks, Are you studying maths now or building AI models, which? With a…
Interactive maps are an essential part of Exploratory Data Analysis (EDA). In this tutorial, we introduce to you IpyLeaflet Python library, which enables interactive geospatial data visualization in…
About a month or so ago, while juggling my final semester of grad school and a job hunt, I interviewed with a sports analytics company. My background is in business analytics, specifically using NLP…
A decision tree is one of the supervised machine learning algorithms, this algorithm can be used for regression and classification problems — yet, is mostly used for classification problems. A…
Asking a random person what a Data Scientist does, he or she might answer that a Data Scientist provides data-driven solutions using state-of-the-art algorithms. If that random person happens to be…
This is my second post about the normalization techniques that are often used prior to machine learning (ML) model fitting. In my first post, I covered the Standardization technique using…
Kannada is the second oldest of the four major(out of more than 70) Dravidian language spoken predominantly by people of Karnataka in Southwestern India and by linguistic minorities in the states…
Investors of hedge funds may be generally concerned by lower liquidity, higher use of leverage, and higher fees than in traditional asset management. With the use of sector ETFs, I aim to mimic hedge…
Alex Pentland, director of MIT’s Connection Science initiative and former director of the MIT Media Lab, argues that information flows across networks in a way very similar to the flu. Those who…
Which metrics lead to the winningest NBA basketball teams? How has a metric’s correlation to winning changed over the last 30 years? The game has changed tremendously over the past decades and even…
