The Mathematics of Machine Learning
Guest blog post by Wale Akinfaderin, PhD Candidate in Physics. In the last few months, I have had several people contact me about their enthusiasm for venturing into t...
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Linear Models Don’t have to Fit Exactly for P-Values To Be Accurate, Right, and Useful
There is no need to get confused with multiple linear regression, generalized linear model or general linear methods. The general linear model or multivariate regression ...
Behavioural Biometrics, IoT and AI
Background Biometrics is defined as the science of establishing the identity of an individual based on physical, chemical or behavioural attributes of the person. We see ...
What is Return Period?
Your recent vocabulary may include “100-year event” (happening more often), (drainage system designed for) “10-year storm,” and so on, courtesy mainstream media a...
Free Book: Probability and Statistics Cookbook
The format is very similar to a BIG cheat sheet. This cookbook integrates a variety of topics in probability theory and statistics. It is based on literature and in-class...
Free Book: Probability and Statistics Cookbook
The format is very similar to a BIG cheat sheet. This cookbook integrates a variety of topics in probability theory and statistics. It is based on literature and in-class...
Dummy errors when using neuralnet package in R
Ok, so you read a bunch of stuff on how to do Neural Networks and how many layers or nodes you should add, and etc… But when you start to implement the actual Neura...
Introduction to R: The Statistical Programming Language
Introduction to R Programming Language R is an intense dialect utilized broadly for information investigation and measurable registering. It was created in the mid 90s. ...
Development of AI and its future state
Below is an extract from a 36-page report entitled “Technology and Innovation for the Future of Production: Accelerating Value Creation”, available for free h...
Little Proof of the Prime Number Theorem
This article has been updated, and now includes two new sections at the bottom (sections 4 and 5), featuring interesting results, more accurate approximations, and nice m...