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The Science of Data

Statistics, Data Science and everything in between

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Tag: probability

Posted on 23rd February 2020

ML Classifier Evaluation – A First Look

Once you’ve built a machine learning classifier, the next step is to validate it and see how well it fits the data. This short post…

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Posted on 22nd December 2019

Naive and Proud: Introducing the Naive Bayes Algorithm

The Naive Bayes Algorithm is a simple and elegant approach for tackling supervised learning problems in Machine Learning. This post will be a brief introduction…

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Posted on 3rd November 2019

Random Variables and Probability Functions

In this post I will build on the previous posts related to probability theory - I have defined the main results of probability from axioms…

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Posted on 11th October 2019

Probability – Definitions and Axioms

After the last post discussing set theory here, the next logical step is to discuss the concept of probability theory. The theory of probability is…

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Posted on 21st September 2019

Introduction to Probability – Set Theory

Recently I have been undertaking a project to commit my accrued notes relating to statistics online. I want to do this for a few reasons:…

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