software engineering – Page 7 – Andrew Fairless, Ph.D.

What I Read: Abstraction, Data Science

By Andrew Fairless on August 6, 2021July 22, 2021

https://www.linkedin.com/pulse/abstraction-data-science-great-combination-venkat-raman Abstraction and Data Science – Not a great combinationPublished on July 8, 2021Venkat RamanCo-Founder at Aryma Labs “Firstly, in normal programming, if you do abstraction, you just abstract awayContinue readingWhat I Read: Abstraction, Data Science

What I Read: How troubleshoot memory problems in Python

By Andrew Fairless on July 13, 2021June 22, 2021

https://innovation.alteryx.com/how-to-troubleshoot-memory-problems-in-python/ How to troubleshoot memory problems in PythonFreddy BoultonJun 16, 2021 “Memory problems are hard to diagnose and fix in general, but I’d argue it’s even harder in Python. Python’sContinue readingWhat I Read: How troubleshoot memory problems in Python

What I Read: What I’ve learned about MLOps

By Andrew Fairless on June 23, 2021June 7, 2021

https://ramseyelbasheer.io/2021/05/17/what-ive-learned-about-mlops-from-speaking-with-100-ml-practitioners/ What I’ve learned about MLOps from speaking with 100+ ML practitionersby Ramsey ElbasheerMay 17, 2021 “Without further ado, here is part of the key takeaways around the everyday MLOpsContinue readingWhat I Read: What I’ve learned about MLOps

What I Watch: Avoid These Common Mistakes Junior Developers Make

By Andrew Fairless on June 2, 2021May 14, 2021

https://youtu.be/5g3dK2DgW-k Avoid These Common Mistakes Junior Developers Make!Apr 28, 2021Continuous Delivery “Nearly all of the organizers that I see seem to optimize work to ensure that everyone is always busy.Continue readingWhat I Watch: Avoid These Common Mistakes Junior Developers Make

What I Watch: Continuous Integration vs Feature Branch Workflow

By Andrew Fairless on June 1, 2021May 14, 2021

https://youtu.be/v4Ijkq6Myfc Continuous Integration vs Feature Branch WorkflowJan 6, 2021Continuous Delivery “Continuous Integration and Feature Branching are both very popular ways of organising work in a development team, but they areContinue readingWhat I Watch: Continuous Integration vs Feature Branch Workflow

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

Tag: software engineering