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

What I Read: AntiPatterns, MLOps

By Andrew Fairless on January 4, 2022December 11, 2021

https://arxiv.org/abs/2107.00079 Using AntiPatterns to avoid MLOps MistakesNikhil Muralidhar, Sathappah Muthiah, Patrick Butler, Manish Jain, Yu Yu, Katy Burne, Weipeng Li, David Jones, Prakash Arunachalam, Hays ‘Skip’ McCormick, Naren Ramakrishnan “HereContinue readingWhat I Read: AntiPatterns, MLOps

What I Read: True Stories of Algorithmic Improvement

By Andrew Fairless on December 8, 2021November 16, 2021

https://www.greaterwrong.com/posts/RoyG2GwYAwoka47Ht/true-stories-of-algorithmic-improvement True Stories of Algorithmic Improvementjohnswentworth29 Oct 2021 20:57 UTC “Algorithms beating compute is the sort of thing I expect by default, on a gut level. The point of thisContinue readingWhat I Read: True Stories of Algorithmic Improvement

What I Watch: Streaming Data Systems w/ Eric Sammer (Decodable)

By Andrew Fairless on October 27, 2021October 24, 2021

https://youtu.be/ZGGLtqwJOAw DC_THURS on Streaming Data Systems w/ Eric Sammer (Decodable)Streamed live on Sep 30, 2021Data Council “Eric is an OG data engineer and one of most knowledgeable people on theContinue readingWhat I Watch: Streaming Data Systems w/ Eric Sammer (Decodable)

What I Read: Against SQL

By Andrew Fairless on September 1, 2021August 17, 2021

https://scattered-thoughts.net/writing/against-sql/ Against SQLJamie BrandonLast updated 2021-07-09 “The core message that I want people to take away is that there is potentially a huge amount of value to be unlocked byContinue readingWhat I Read: Against SQL

What I Read: The one data platform to rule them all

By Andrew Fairless on August 26, 2021August 17, 2021

https://leighmariebraswell.substack.com/p/the-one-data-platform-to-rule-them The one data platform to rule them all… but according to whom?An overview of recent data startups based on popular end usersLeigh Marie BraswellJul 20 “…seeing so many “dataContinue readingWhat I Read: The one data platform to rule them all

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

Tag: software engineering