Cooking, for some a chore, for some absolute joy. I’m somewhere in the middle. But over the years I’ve learned that if I need to plan my meals. If I plan a week of meals in advance we can do groceries for the entire week in one go and by thinking about your meals in advance you can vary your meals for nutritional value. I used to have a very strict diet to prevent stomach aches, and planning and cooking those meals was annoying, but eating the same things is very boring. [Read More]
Introducing the 'Smoll Data Stack'
The Small, Minimal, Open, Low effort, Low power (SMOLL) datastack1, is a pun with ambitions to grow into something larger, and more educational. I wanted a cheap platform to work on improving my data engineering skills and so I re-purposed some hardware for this project. A raspberry pi 3 with ubuntu & a NAS that I’ve installed a postgres database into. What people call the ‘modern data stack’ is usually  a cloud data warehouse such as Snowflake, Bigquery or Redshift2 (In my opinion a data warehouse is something that holds all the data in table like format and your transformations are done with SQL). [Read More]
The Whole Game; a Development Workflow
Developing software together
This is a post for people who only work alone or wonder why on earth you would use all those fancy tools like linting, unit-tests, and fancy editors. I hear you, why would I use all those extra steps? That sounds like busywork you do instead of actual work! I think you just don’t haven’t experienced development work like I have, and I would like to share how my work feels and looked like in the past few years. [Read More]
Distributing data science products
Where or what is production? What does it mean when someone says to bring some data science product ‘in production’ ? What does it mean for data science products to be in production? Is your product already in production? Is it a magical place? I think two questions are of importance: does my ‘thing’ provide value? is my work repeatable? If the answer to these questions is yes, than your ‘thing’ is in production. [Read More]