Bridging the Chasm Between Research & Software Development • Linda Stougaard Nielsen • GOTO 2022

This presentation was recorded at GOTO Copenhagen 2022. #GOTOcon #GOTOcph https://gotocph.com Linda Stougaard Nielsen - Data Scientist, Software Developer & Agile Practitioner ORIGINAL TALK TITLE Bridging the Chasm Between Research and Software Development – A Story From a Fertility App RESOURCES https://github.com/stougaard https://linkedin.com/in/linda-stougaard-nielsen ABSTRACT In this talk I will explain how and why there is a discrepancy between the code being developed by scientists and by software developers. I will take you on a journey of how we bridged some of these differences in a project that I have been working on. In particular I will introduce the python framework mlflow and explain how this is a useful and easy to use tool for managing the lifecycle of machine learning code. [...] TIMECODES 00:00 Intro 00:40 Agenda 01:53 Context 07:27 The problem 07:35 The problem: Example 1 09:28 The problem: Example 2 12:02 Solutions 35:31 Remaining challenges 38:04 Outro Download slides and read the full abstract here: https://gotocph.com/2022/sessions/2216 RECOMMENDED BOOKS Stefan Helzle • Low-Code Application Development with Appian • https://amzn.to/3rAC0Xq Forsgren, Humble & Kim • Accelerate • https://amzn.to/367RI5o David Farley • Modern Software Engineering • https://amzn.to/3GI468M https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #MedicalWearable #NeuralNetworks #Microservices #Python #MLflow #AI# ML #DataScience #LowCode #NoCode #AutoML #TensorFlow #CitizenDataScientist #SoftwareEngineering #Programming #NLP #NaturalLanguageProcessing #LindaStougaardNielsen #Femtec #KubeFlow #scikitlearn CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1