Blog

Neural Networks with Python

Python
Machine Learning
In this note how build our first neural network in python using the guide Python AI: How to Build a Neural Network & Make Predictions provided by Real Python. We construct a…
Nov 23, 2025
John Robin Inston
 

Measure Theoretic Probability Theory

Mathematics
Aug 10, 2025
John Robin Inston

Fundamentals of Probability Theory

Data Science with R
Probability Theory
This post contains notes for Chapter 5 of my course series Data Science with R covering some fundamentals of probability theory. The material in this note is focussed on…
Jun 1, 2025
John Robin Inston

Dataframes and Lists

Data Science Fundamentals with R
R
Data Science
So far we have introduced a variety of atomic data structures (e.g. scalars, vectors, matrices and arrays) each of which are designed for ease of computation and interaction…
Mar 24, 2025
John Robin Inston

Atomic Data Structures

Data Science Fundamentals with R
R
Data Science
A scalar data form is an object holding one value. For example:
Mar 23, 2025
John Robin Inston

Operators, Logic & Data Types

Data Science Fundamentals with R
R
Data Science
We can perform a wide variety of mathematical calculations using R including:
Mar 8, 2025
John Robin Inston

Installing and using R and RStudio

Data Science Fundamentals with R
R
Data Science
R is a programming language (like python or C++) whilst RStudio is a software that facilitates writing R scripts known as an Intergrated Development Enviroment (IDE). In…
Mar 8, 2025
John Robin Inston

Update: Qualified at last!

News
Over the past few months I have been working to prepare and submit an initial research report as part of my departments qualification requirements. Thanks to guidance from…
Mar 8, 2025
John Robin Inston

Welcome To My Blog

News
Hello and thank you for visiting my blog! In this blog I will post about my ongoing projects, new releases and anything else that I find interesting.
Jan 21, 2025
John Robin Inston
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