The Other Thing Turing Invented
Everyone knows Turing cracked Enigma and defined computation. Fewer know he also explained why leopards have spots.
Programming, Machine learning and Electronics chit chat
Data Science | Data Engineering | Electronics | GenAI
Latest posts
The Observability Layer
Part of the Change Seams series - Instrument once, export anywhere..
The Tool Contract Layer
Part of the Change Seams series - why args_schema is the most important five lines in your tool definition, and how a contract layer survives model upgrades.
Designing for Model Swaps
Part of the Change Seams series - architecture patterns for LLM applications that survive the real world.
While Loops and Life Hacks
Applying Software Engineering Principles to Everyday Challenges
Fun with Vector Databases
Fun with vector databases
Sweet data science reads
Sweet reading list for data scientists
Testing pyspark with pytest
Automate testing for pyspark applications using pytest. Includes use of markers and fixtures.
Give it a kick and see what falls off
Test post to fix various bugs and generally update the site.
NLP Topic Modelling
Topic modelling of a set of documents using NLP and Latent Dirichlet Allocation.
Mario Learning
Part 4. Explanation of the Q-Learning algorithm and implementation to play super mario land.
Mario Environment API
Part 3. Intro to Reinforcement Learning and creating an Envirnment to test an agent.
Mario Environmental
Part 2. Programatic control of a gameboy emulator and super mario land.
GBakeBoy Emulator
Part 1. Building a gameboy emulator using python.
Predicting Criminals
Machine learning competition for prediction criminality. Uses deep learning (keras).
Go bananas with the BBC Micro Bit
Using the microbit and micro-python to play music with a banana!
Wemos OLED Shield
With micropython and the D1 mini, I show how to generate images in an OLED screen.
Connected to the world
With micropython and the wemos D1 mini, I show how to connect to the internet and send requests.
Getting started with the wemos d1 and micropython
With micropython and the wemos D1 mini, I show how to get started running micro-python code on the microprocessor.
How I got here
A basic introduction to the ESP8266 and dev boards.