Welcome to DataFramed, a weekly podcast exploring how artificial intelligence and data are changing the world around us. On this show, we invite data & AI leaders at the forefront of the data revolution to share their insights and experiences into how they lead the charge in this era of AI. Whether you're a beginner looking to gain insights into a career in data & AI, a practitioner needing to stay up-to-date on the latest tools and trends, or a leader looking to transform how your organization uses data & AI, there's something here for everyone. Join co-hosts Adel Nehme and Richie Cotton as they delve into the stories and ideas that are shaping the future of data. Subscribe to the show and tune in to the latest episode on the feed below.
https://www.datacamp.com/podcast
#48 Managing Data Science Teams
In this episode of DataFramed, the DataCamp podcast, Hugo speaks with Angela Bassa about managing data science teams. Angela is Director of Data Science at iRobot, where she leads the team through development of machine learning algorithms, sentiment analysis, and anomaly detection processes. iRobot are the makers of consumer robots that we all know and love, like the Roomba, and the Braava which are, respectively, a robotic vacuum cleaner and a robotic mop. Angela will talk about how to get into data science management, the most important strategies to ensure that your data science team delivers value to the organization, how to hire data scientists and key points to consider as your data science team grows over time, in addition to the types of trade-offs you need to make as a data science manager and how you make the right ones. Along the way, you’ll see why a former marine biologist has the skills and ways of thinking to be a super data scientist at a company like iRobot and you’ll also see the importance of throwing data analysis parties.LINKS FROM THE SHOW
FROM THE INTERVIEW
- Angela on Twitter
- HBR Newsletters
- iRobot Careers
- Data Science Internship
FROM THE SEGMENTS
Correcting Data Science Misconceptions (w/ Heather Nolis ~18:45)
- Using docker to deploy an R plumber API (By Jonathon Nolis)
- Enterprise Web Services with Neural Networks Using R and TensorFlow (By Jonathan Nolis and Heather Nolis)
Project of the Month (w/ David Venturi ~38:45)
- Rise and Fall of Programming Languages (R Project by David Robinson)
- Learn, Practice, Apply! (By Ramnath Vaidyanathan)
- Apply to create a DataCamp project!
Original music and sounds by The Sticks.