构建数据科学团队

你将学到什么

课程概况

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. https://flic.kr/p/5vuWZz

课程大纲

Week 1 Building a Data Science Team

Data Scientist, Data Engineer, You
Qualifications & Skills
Assembling The Team
Management Strategies
Working with other teams
Common difficulties
Wrap-Up

Quiz: Defining the data science team
Quiz: Data team qualifications
Quiz: Assembling the team
Quiz: Management strategies
Quiz: Working with other teams
Quiz: Common difficulties