What's the Life Cycle of a Data Scientist? • E. Sirazitdinova, P. Daniel & N. Stålung • GOTO 2021

This interview was recorded at GOTO Copenhagen for GOTO Unscripted. #GOTOcon #GOTOunscripted #GOTOcph https://gotopia.tech Read the full transcription of this interview here: https://gotopia.tech/articles/what-does-it-take-to-be-a-data-scientist Ekaterina Sirazitdinova - Data Scientist for Computer Vision, Video Analytics & Deep Learning at NVIDIA Prayson Daniel - Principal Data Scientist at NTT DATA Nicholai Stålung - Lead Data Scientist at Trifork DESCRIPTION Data science is so much more than collecting, sorting and analyzing data. What does it take to be a data scientist and how does a day in the life of a data scientist look like? Ekaterina Sirazitdinova, Prayson Daniel and Nicholai Stålung will give you an insight into this and more. TIMECODES 00:00 Intro 01:48 Interpretability and expandability 06:43 Testing models outside of the lab 09:55 The best model is no model 16:28 Simplify the workflow for data scientists & perfect automation 21:15 Is coding part of the future data sciences? 26:43 Outro RECOMMENDED BOOKS Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • https://amzn.to/2XZaQy8 https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.facebook.com/GOTOConferences #DataScience #ML #AI #MachineLearning #ArtificialIntelligence #Programming #EkaterinaSirazitdinova #KatjaSirazitdinova #PraysonDaniel #NicholaiStalung #Trifork #NTTDATA #NVIDIA #MixedPosition #Interpretability #Expandability #TensorFlow #PyTorch #TAO #TAOToolkit #DeepLearning #HuggingFace Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1