課程信息
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第 2 門課程(共 5 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

完成時間大約為4 小時

建議:1 week of study, 4-6 hours...

英語(English)

字幕:英語(English), 阿拉伯語(Arabic)

您將學到的內容有

  • Check

    Describe the various roles that make up a Data Science team

  • Check

    Know relevant questions for interviewing data scientists

  • Check

    Manage a Data Science team onboarding

  • Check

    Understand how to encourage and empower Data Science teams

您將獲得的技能

Team BuildingData ScienceManagementTeam Management
學習Course的學生是
  • Data Scientists
  • Risk Managers
  • Chief Technology Officers (CTOs)
  • Biostatisticians
  • Chief Financial Officers (CFOs)

第 2 門課程(共 5 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

完成時間大約為4 小時

建議:1 week of study, 4-6 hours...

英語(English)

字幕:英語(English), 阿拉伯語(Arabic)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 4 小時

Building a Data Science Team

17 個視頻 (總計 83 分鐘), 8 個閱讀材料, 6 個測驗
17 個視頻
The Data Team2分鐘
When Do You Need Data Science?3分鐘
Data Engineer: Qualifications & Skills5分鐘
Data Scientist: Qualifications & Skills8分鐘
Data Science Manager: Qualifications & Skills4分鐘
Where To Find The Data Team2分鐘
Interviewing For Data Science5分鐘
Onboarding the Data Science Team5分鐘
Managing the Data Science Team7分鐘
Evaluating Success of the Team6分鐘
Embedded Teams vs. Dedicated Groups5分鐘
How Does Data Science Interact with Other Groups3分鐘
Empowering Others to Use Data5分鐘
Common Interaction Difficulties6分鐘
Common Internal Difficulties7分鐘
Wrap-Up1分鐘
8 個閱讀材料
Lecture materials and related reading10分鐘
Lecture Materials and Related Reading10分鐘
Lecture Materials and Related Reading10分鐘
Lecture Materials and Related Reading10分鐘
Lecture Materials and Related Reading10分鐘
Lecture Materials and Related Reading10分鐘
Lecture Materials and Related Reading10分鐘
Post-Course Survey10分鐘
6 個練習
Defining the data science team10分鐘
Data team qualifications10分鐘
Assembling the team10分鐘
Management strategies10分鐘
Working with other teams10分鐘
Common difficulties10分鐘
4.5
339 個審閱Chevron Right

50%

完成這些課程後已開始新的職業生涯

33%

通過此課程獲得實實在在的工作福利

13%

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來自构建数据科学团队的熱門評論

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Applicable teachings
(79)
Brief, helpful lectures
(11)
創建者 NNDec 15th 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 JSMar 12th 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

講師

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Jeff Leek, PhD

Associate Professor, Biostatistics
Bloomberg School of Public Health
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Brian Caffo, PhD

Professor, Biostatistics
Bloomberg School of Public Health
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Roger D. Peng, PhD

Associate Professor, Biostatistics
Bloomberg School of Public Health

關於 约翰霍普金斯大学

The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world....

關於 数据科学管理 專項課程

Assemble the right team, ask the right questions, and avoid the mistakes that derail data science projects. In four intensive courses, you will learn what you need to know to begin assembling and leading a data science enterprise, even if you have never worked in data science before. You’ll get a crash course in data science so that you’ll be conversant in the field and understand your role as a leader. You’ll also learn how to recruit, assemble, evaluate, and develop a team with complementary skill sets and roles. You’ll learn the structure of the data science pipeline, the goals of each stage, and how to keep your team on target throughout. Finally, you’ll learn some down-to-earth practical skills that will help you overcome the common challenges that frequently derail data science projects....
数据科学管理

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