Notes from 24/11–2/12
AI
Google’s new ‘Explainable AI” (xAI) service
Still a long way from actually explaining AI, more of finding a way to explain the behaviour of models.
Blockchain
Ethereum ERCs — What Are They and Which Should You Know?
Interesting way to describe and explain something so common and fundamental
Data
Text Classification with Extremely Small Datasets
full tutorial to quite a few solutions for text classification
Intro to Dashboarding with Dash for Python
By the same people that did plotly. Excellent and simple dashboarding
Turn Python Scripts into Beautiful ML Tools
streamlit — absolutely amazing
Transforms data into a web app in a few lines
Becoming a Level 3.0 Data Scientist
- Junior Data Scientists have good statistical skills
- Senior Data Scientists excel at putting models into production
- Principal Data Scientists know how to create business value
- To level up, evaluate your skills, announce your desire to progress, and work on outstanding skills
Development
The Scrum Simulator
Hilarious.
The simulator
Introducing the Website Carbon Calculator V2
estimating the carbon emissions per page on thousands of sites by looking at the amount of data that they transfer on load.
A reference guide for fintech & small-data engineering
An incredible read extremely useful for anyone that might even consider going into software development. It answers many questions about how people can work together best but also nuggets on personal development.
Tools
diagram in code
what about mermaid?
Freecodecamp projects
Useful both to learn and a refernce for running your own courses
smallpdf
however, it’s paid
PM templates
Usefullllllll!
