Notes on working at The Floow, topics are broken up into separate pages.

• Python General notes on using Python at The Floow.
• Anaconda Setting up and using the Anaconda development environment.
• Servers Working with ds1 and ds2 servers.
• Exports Exporting data from different databases.
• Java
• Mongo
• Working with Scores
• Scoring Journeys
• Plotting Journeys
• Resetting Scores
• Data Sources

• Smooth Scoring

Various scripts I've written (or co-authored)

• AWS Downloads
• Clone multiple repositories
• Export Scores

• Mocking Data
• Configs

• Code

• crashmap.co.uk
• Death on the roads
• Postcode to Output Area to Lower Layer Super Output Area to Middle Layer Super Output Area to Local Authority District (December 2011) Lookup in England and Wales - data.gov.uk

• Data Science: Reality Doesn't Meet Expectations - Articles
• Here’s why so many data scientists are leaving their jobs
• The Data Janitor (and the Return there of)

• Agile Data Science 2.0
• Agile development of data science projects - Team Data Science Process | Microsoft Docs
• Applying Agile Framework to Data Science Projects | by Black_Raven (James Ng) | Towards Data Science
• Agile Data Science - Data Science Project Management
• Using Agile Methodologies in Data Science | by SeattleDataGuy | Better Programming | Medium
• Data Science and Agile (What works, and what doesn't)
• Agile Doesn’t Work Without Psychological Safety

• Reclaiming the stories that algorithms tell – O’Reilly

• Getting machine learning to production · Vicki Boykis
• Hidden Technical Debt in Machine Learning Systems

• Casualty Actuarial Society
• Actuarial science | Freakonometrics