coding – Page 2 – Andrew Fairless, Ph.D.

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: technical debt, ML pipelines

By Andrew Fairless on March 17, 2021March 7, 2021

https://towardsdatascience.com/avoiding-technical-debt-with-ml-pipelines-3e5b6e0c1c93?gi=8f8c9d302be Avoiding technical debt with ML pipelinesStrike a balance between rapid results and high-quality coding.Hamza Tahir “ML practitioners in many organizations are heavily incentivized to make quick-wins to produce earlyContinue readingWhat I Read: technical debt, ML pipelines

What I Read: Essential data science skills

By Andrew Fairless on February 10, 2021January 13, 2021

https://towardsdatascience.com/essential-data-science-skills-that-no-one-talks-about-74bca9ec4892 Essential data science skills that no one talks about.Old fashioned engineering skills are what you need to boost your data science careerMichael KolomenkinOct 19 “I want to talk aboutContinue readingWhat I Read: Essential data science skills

What I Read: Software Tips for Data Science

By Andrew Fairless on February 2, 2021January 8, 2021

https://medium.com/swlh/software-engineering-tips-and-best-practices-for-data-science-5d85dbcf87fd Software Engineering Tips and Best Practices for Data ScienceWith great code comes great machine learningAhmed BesbesAug 28 “However, jupyter notebooks hide some serious pitfalls that may turn your codingContinue readingWhat I Read: Software Tips for Data Science

What I Read: Software engineering for Data Scientists

By Andrew Fairless on January 6, 2021December 22, 2020

https://towardsdatascience.com/software-engineering-fundamentals-for-data-scientists-6c95316d6cc4 Software engineering fundamentals for Data ScientistsThings I learnt not being a Software Engineer 🙃Gonzalo Ferreiro VolpiJun 4 “…we’ll see some of the fundamentals that I found useful the most,Continue readingWhat I Read: Software engineering for Data Scientists

What I Read: Coding habits for data scientists

By Andrew Fairless on December 22, 2020December 9, 2020

https://www.thoughtworks.com/insights/blog/coding-habits-data-scientists 21 Oct 2019Coding habits for data scientistsDavid TanDeveloper “If you’ve tried your hand at machine learning or data science, you know that code can get messy, quickly…. While thisContinue readingWhat I Read: Coding habits for data scientists

Tag: coding