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Building a Data Science Team · LearnSpace
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Building a Data Science Team

Курс от Johns Hopkins University
Уровень не указан≈ 5.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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

Навыки, которые вы освоите

Team ManagementData ScienceCross-Functional CollaborationEmployee OnboardingTeam BuildingInterviewing SkillsRecruitmentTeam MotivationNew Hire OrientationsOrganizational EffectivenessEmpowermentPeople ManagementStaff ManagementOrganizational LeadershipTalent RecruitmentManagement Training And DevelopmentTeam LeadershipTechnical ManagementRecruitment Strategies

Программа курса

1 модулей · 31 учебных материалов

01Building a Data Science Team31 материалов

Data Scientist, Data Engineer, You

About your instructorВидеоThe Data TeamВидеоWhen Do You Need Data Science?ВидеоLecture materials and related readingЧтение

Учитесь у экспертов

Jeff Leek, PhD

Chief Data Officer, Vice President, and J Orin Edson Foundation Chair of Biostatistics in Public Health Sciences

Brian Caffo, PhD

Professor, Biostatistics

Roger D. Peng, PhD

Professor of Statistics and Data Sciences

Building a Data Science Team
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≈ 5.4 ч

1 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Defining the data science teamЗадание

Qualifications & Skills

Data Engineer: Qualifications & SkillsВидеоData Scientist: Qualifications & SkillsВидеоData Science Manager: Qualifications & SkillsВидеоLecture Materials and Related ReadingЧтениеData team qualificationsЗадание

Assembling The Team

Where To Find The Data TeamВидеоInterviewing For Data ScienceВидеоLecture Materials and Related ReadingЧтениеAssembling the teamЗадание

Management Strategies

Onboarding the Data Science TeamВидеоManaging the Data Science TeamВидеоEvaluating Success of the TeamВидеоLecture Materials and Related ReadingЧтениеManagement strategiesЗадание

Working with other teams

Embedded Teams vs. Dedicated GroupsВидеоHow Does Data Science Interact with Other GroupsВидеоEmpowering Others to Use DataВидеоLecture Materials and Related ReadingЧтениеWorking with other teamsЗадание

Common difficulties

Common Interaction DifficultiesВидеоCommon Internal DifficultiesВидеоLecture Materials and Related ReadingЧтениеCommon difficultiesЗадание

Wrap-Up

Wrap-UpВидеоLecture Materials and Related ReadingЧтениеPost-Course SurveyЧтение