Top Ways in Which Big Data Has Fortified Geolocation Apps
The world is on the constant lookout for technologies that can help us further improve how we go about not only our daily lives but how we conduct business as well. And t...
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Nonlinear regression of COVID19 infected cases.
In 1927, W. O. Kermack y A. G. McKendrick described the first mathematical model for infectious diseases using a set of differential equations. This model is called SIR b...
Multicollinearity in Regression Analysis: Problems, Detection, and Solutions
This article was written by Jim Frost. Multicollinearity occurs when independent variables in a regression model are correlated. This correlation is a problem because in...
Bayesian Machine Learning (Part 8)
Bayesian Machine Learning (part-8) Mean Field Approximation Have you ever asked a question, why do we need to calculate the exact Posterior distribution ? To understand t...
Proxy Quantum Clouds and the JupyterHub
About 4 months ago, I wrote for this blog an article entitled “List of Quantum Clouds”. In that article, I listed 17 “quantum clouds”. By now, th...
New Algorithm For Density Estimation and Noise Reduction
KernelML – Hierarchical Density Factorization The purpose, problem statement, and potential applications came from this post on datasciencecentral.com. The goal i...
Reinforcement Learning (Q-learning) – Implementation using R (Part 2)
This the second part of Reinforcement Learning (Q-learning). If you would like to understand the RL, Q-learning, and key terms please read Part 1. In this part, we will i...
Reinforcement Learning (Q-learning) – An Introduction (Part 1)
Have you heard about AI learning to play computer games on their own and giving tough competitions to expert Human gamers? A very popular example being Deepmind whose Alp...
Explaining Data Science to a Non-Data Scientist
Summary: Explaining data science to a non-data scientist isn’t as easy as it sounds. You may know a lot about math, tools, techniques, data, and computer architectu...
Predictability of Life Outcomes – Guess We Can’t Predict Everything
Summary: Whether trying to predict the life outcomes of disadvantaged kids or to model where ventilators will be most needed, a little humility is in order. As this stu...