Is Machine Learning a Black Box? • Dean Wampler • GOTO 2021

This interview was recorded for GOTO Unscripted 2021. #GOTOcon #GOTOunscripted Read the full transcription of this interview here: Dean Wampler - Principal Software Engineer at Domino Data Lab Preben Thorø - CTO at Trifork Switzerland TIMECODES 00:00 Intro 01:19 The gap between data science and software development 03:13 How long did it take to melt “Dev“ & “Ops“ together? 07:02 Is machine learning a black box? 08:22 Which tools help us? 12:43 The way we teach software development 13:56 GitHub Codespaces 14:47 Outro RECOMMENDED BOOKS Phil Winder • Reinforcement Learning • Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • Aurélien Géron • Hands-On Machine Learn