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构建数据科学团队, 约翰霍普金斯大学

2,258 個評分
303 個審閱


Data science is a team sport. As a data science executive it is your job to recruit, organize, and manage the team to success. In this one-week course, we will cover how you can find the right people to fill out your data science team, how to organize them to give them the best chance to feel empowered and successful, and how to manage your team as it grows. This is a focused course designed to rapidly get you up to speed on the process of building and managing a data science team. Our goal was to make this as convenient as possible for you without sacrificing any essential content. We've left the technical information aside so that you can focus on managing your team and moving it forward. After completing this course you will know. 1. The different roles in the data science team including data scientist and data engineer 2. How the data science team relates to other teams in an organization 3. What are the expected qualifications of different data science team members 4. Relevant questions for interviewing data scientists 5. How to manage the onboarding process for the team 6. How to guide data science teams to success 7. How to encourage and empower data science teams Commitment: 1 week of study, 4-6 hours Course cover image by JaredZammit. Creative Commons BY-SA.
Applicable teachings
(79 個審閱)
Brief, helpful lectures
(11 個審閱)


創建者 NN

Dec 15, 2017

This course was an exceptional experience where it introduces me to building a data science team, its challenges, nuances and also what kind of approach to take while building and sustaining the team.

創建者 JS

Mar 12, 2017

Extremely practical and essentially human, this was really interesting to better understand the different roles and how to help data science teams to work together, highly recommended


298 個審閱

創建者 Mallon Link

Feb 20, 2019

Good course. Helps you visualize what you need to build a data science team.

創建者 Synthia

Feb 17, 2019

A great guide to anyone who is building a data science. The professor explained all the topics really well

創建者 Matheus Mello Jacques

Feb 07, 2019

Very insightful!

創建者 Claudia Krystell Jimenez-Gaistardo

Feb 05, 2019


創建者 Jay Pillai

Feb 01, 2019

Excellent inputs

創建者 Самигуллин Артур

Jan 27, 2019

Очень полезный и интересный курс, дает достаточно теории и идей о том, с чего стоит начать работу по построению команды и на что нужно обращать внимание, будучи DS менеджером

創建者 Diego Berriel

Jan 26, 2019

It's a really good overview with severals useful tips and tricks on how to build our team!

創建者 Alzum Shahadat Miazee

Jan 11, 2019

I great course completed.

創建者 Piet-Hein Goossens

Jan 09, 2019

Really insightful, touching on a wide variety of subjects that are relevant to building a data science team. Thank you very much.

創建者 Shafeeq Shas

Jan 08, 2019

Good on understanding roles each has to play. but very lengthy to explain those.