software engineering – Page 8 – Andrew Fairless, Ph.D.

What I Watch: Visualising software architecture, C4 model

By Andrew Fairless on May 19, 2021May 1, 2021

https://youtu.be/x2-rSnhpw0g Visualising software architecture with the C4 model – Simon Brown, Agile on the Beach 2019Aug 16, 2019Agile on the Beach “Moving fast and being Agile requires good communication, yetContinue readingWhat I Watch: Visualising software architecture, C4 model

What I Read: Models of Data Science teams

By Andrew Fairless on May 11, 2021April 17, 2021

https://www.marcosantoni.com/chess_vs_checkers_teams.html Marco SantoniModels of Data Science teams: Chess vs Checkers “One of the key decisions to take when building a data science team is the mix of roles…. I’ll compareContinue readingWhat I Read: Models of Data Science teams

What I Read: Object-Oriented Programming Disaster

By Andrew Fairless on April 27, 2021April 10, 2021

https://betterprogramming.pub/object-oriented-programming-the-trillion-dollar-disaster-92a4b666c7c7 Object-Oriented Programming — The Trillion Dollar DisasterWhy it’s time to move on from OOPIlya SuzdalnitskiJul 10, 2019 “Object-Oriented Programming has been created with one goal in mind — toContinue readingWhat I Read: Object-Oriented Programming Disaster

What I Read: Unit testing best practices

By Andrew Fairless on April 15, 2021April 2, 2021

https://docs.microsoft.com/en-us/dotnet/core/testing/unit-testing-best-practices Unit testing best practices with .NET Core and .NET StandardBy John Reese with special thanks to Roy Osherove07/28/2018 “There are numerous benefits to writing unit tests; they help withContinue readingWhat I Read: Unit testing best practices

What I Watch: How to Debug Your Team

By Andrew Fairless on April 3, 2021March 21, 2021

https://youtu.be/fIql6Kz4GIQ How to Debug Your TeamJan 4, 2021InfoQ “Lisa van Gelder tells stories about how she debugged teams at three companies… and the surprising and unintentional consequences of not givingContinue readingWhat I Watch: How to Debug Your Team

What I Read: Kedro Pipelines with Airflow

By Andrew Fairless on March 30, 2021March 15, 2021

https://medium.com/quantumblack/kedro-airflow-0-4-0-orchestrating-kedro-pipelines-with-airflow-23fb1283f24d Kedro-Airflow 0.4.0 — Orchestrating Kedro Pipelines with AirflowThe Kedro team and Astronomer have released Kedro-Airflow 0.4.0 to help you develop modular, maintainable & reproducible code with orchestration superpowers!QuantumBlack, aContinue readingWhat I Read: Kedro Pipelines with Airflow

What I Read: 15 common coding mistakes data scientist make

By Andrew Fairless on March 28, 2021March 7, 2021

https://towardsdatascience.com/15-common-coding-mistakes-data-scientist-make-in-python-and-how-to-fix-them-7760467498af 15 common coding mistakes data scientist make in Python (and how to fix them)Gerold CsendesDec 1, 2020 “I gradually realized in my data science career that by applying softwareContinue readingWhat I Read: 15 common coding mistakes data scientist make

What I Read: Architectures for Modern Data Infrastructure

By Andrew Fairless on February 4, 2021January 10, 2021

https://a16z.com/2020/10/15/the-emerging-architectures-for-modern-data-infrastructure/ Emerging Architectures for Modern Data Infrastructureby Matt Bornstein, Martin Casado, and Jennifer Li “We’re now starting to see the rise of massive, complex systems built around data – whereContinue readingWhat I Read: Architectures for Modern Data Infrastructure

What I Read: Data Scientists Should Be More End-to-End

By Andrew Fairless on January 17, 2021December 26, 2020

https://eugeneyan.com/writing/end-to-end-data-science/ Unpopular Opinion – Data Scientists Should Be More End-to-End “Eric Colson of Stitch Fix was initially “lured to a function-based division of labour by the attraction of process efficiencies”…Continue readingWhat I Read: Data Scientists Should Be More End-to-End

Tag: software engineering