Building a Data Science Team

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Level Foundation
المدة 6 ساعات hours
الطبع بواسطة Johns Hopkins University
Offered by

عن

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

الوحدات

Data Scientist, Data Engineer, You

3 Videos

1 Readings

1 Assignment

Show info about module content

1 Assignment

Defining the data science team

3 Videos

About your instructor
The Data Team
When Do You Need Data Science?

1 Readings

Lecture materials and related reading

Qualifications & Skills

3 Videos

1 Readings

1 Assignment

Show info about module content

1 Assignment

Data team qualifications

3 Videos

Data Engineer: Qualifications & Skills
Data Scientist: Qualifications & Skills
Data Science Manager: Qualifications & Skills

1 Readings

Lecture Materials and Related Reading

Assembling The Team

2 Videos

1 Readings

1 Assignment

Show info about module content

1 Assignment

Assembling the team

2 Videos

Where To Find The Data Team
Interviewing For Data Science

1 Readings

Lecture Materials and Related Reading

Management Strategies

3 Videos

1 Readings

1 Assignment

Show info about module content

1 Assignment

Management strategies

3 Videos

Onboarding the Data Science Team
Managing the Data Science Team
Evaluating Success of the Team

1 Readings

Lecture Materials and Related Reading

Working with other teams

3 Videos

1 Readings

1 Assignment

Show info about module content

1 Assignment

Working with other teams

3 Videos

Embedded Teams vs. Dedicated Groups
How Does Data Science Interact with Other Groups
Empowering Others to Use Data

1 Readings

Lecture Materials and Related Reading

Common difficulties

2 Videos

1 Readings

1 Assignment

Show info about module content

1 Assignment

Common difficulties

2 Videos

Common Interaction Difficulties
Common Internal Difficulties

1 Readings

Lecture Materials and Related Reading

Wrap-Up

1 Videos

2 Readings

Show info about module content

1 Videos

Wrap-Up

2 Readings

Lecture Materials and Related Reading
Post-Course Survey

Auto Summary

"Building a Data Science Team" is a foundational course in the Data Science & AI domain, instructed by Coursera. This one-week, 4-6 hour course equips you with essential skills to recruit, organize, and manage a successful data science team. Ideal for data science executives, it covers roles, qualifications, interview techniques, onboarding, and team empowerment. Subscription options include Starter, Professional, and Paid, catering to various learning needs.