DataFramed

#48 Managing Data Science Teams


Listen Later

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.

...more
View all episodesView all episodes
Download on the App Store

DataFramedBy DataCamp

  • 4.9
  • 4.9
  • 4.9
  • 4.9
  • 4.9

4.9

264 ratings


More shows like DataFramed

View all
Data Skeptic by Kyle Polich

Data Skeptic

470 Listeners

Talk Python To Me by Michael Kennedy

Talk Python To Me

586 Listeners

Software Engineering Daily by Software Engineering Daily

Software Engineering Daily

628 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

296 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

324 Listeners

Data Engineering Podcast by Tobias Macey

Data Engineering Podcast

140 Listeners

Practical AI by Practical AI LLC

Practical AI

190 Listeners

The Stack Overflow Podcast by The Stack Overflow Podcast

The Stack Overflow Podcast

63 Listeners

The Real Python Podcast by Real Python

The Real Python Podcast

136 Listeners

Last Week in AI by Skynet Today

Last Week in AI

282 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

87 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

189 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

63 Listeners

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis

421 Listeners

Training Data by Sequoia Capital

Training Data

36 Listeners