Greg Hilston

My notes on the book ‘Statistics, 4th Edition’

How to setup a reverse proxy using Nginx

Wrote a few quick scripts to help restore a family member’s NAS’ data that got hit by the Wanna Cry worm.

Discussing my setup for reducing friction in writing blog posts

How to install Synergy on Ubuntu, unlocking one keyboard and mouse for multiple computers!

Why I love Tidy Tuesday

A simple introduction to PyTorch optimizers

A simple introduction to how PyTorch automatically computes the gradients of your loss functions

Demonstrates simple parameter estimation

How to install Zerotier CLI on Linux

Summarizes a paper on technical debt in machine learning

Walks through how to setup Morrowind for multiplayer online

Makes writing your next Slack bot incredibly easy.

How to generate fake data

How to deploy a model to AWS Lambda

How to use a Jupyter Notebook as a Hugo blog post

Simple example for wrapping an API around a model

How to create a simple ML model

How to create a simple data pipeline

Built a fully fledged MVP of a business that can accept payments, deliver purchased datasets and provide cleaning and enrichment services

Discusses Innovation Day, a charter school’s day for working professionals to share their career

Talks about what I use my beloved home server for

A yearly 48 hour game jam.

How to distribute Python packages

Describes my experience teaching my first class.

How to fix dimensions in Tmux

Simple way to use Git hooks

What is Wake on LAN and how to configure it

How to create and send SSH keys

A weekly coding challenge that I’ve been running since August 2018.

How one can interact with SQL using python

Summary of the book The Clean Coder

Demonstrates how to prepare an SD card for a Raspberry Pi

How to fix SD cards that report the wrong size

A 48 hour game jam.

A solo game dev project, focusing on rapid development and learning more Unity best practices.

How to have a Raspberry Pi connect to a WiFi network without lugging out a monitor/tv, keyboard and mouse

A yearly 48 hour game jam.

Describes all my data science experience, with links to individual projects.

Built a new personal computer for video game playing, development and some data science.

Summarizes a paper about machine learning

A simple explanation for Big O Notation

Notes taken from Gluecon 2018 conference

How to visualize geospatial data

Learn how programming can help alleviate tedious computer tasks

Co-organizing and giving talks on various topics (e.g, Word Embeddings, Git/Github and Software Development…)

Google searches for ‘It Is Wednesday My Dude’ are most popular on Wednesdays.

Built for coworkers to keep track of wins against each other at games like pool, ping pong, foosball…

Short writeup from a Information Security club meetup

Discussing my fear of heights