Executive Data Science 专项课程

于 Aug 20 开始

Executive Data Science 专项课程

Be The Leader Your Data Team Needs。Learn to lead a data science team that generates first-rate analyses in four courses.

本专项课程介绍

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.

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courses
5 courses

按照建议的顺序或选择您自己的顺序。

projects
项目

旨在帮助您实践和应用所学到的技能。

certificates
证书

在您的简历和领英中展示您的新技能。

课程
Beginner Specialization.
No prior experience required.
  1. 第 1 门课程

    数据科学速成课

    计划开课班次:Aug 20
    课程学习时间
    1 week of study, 4-6 hours
    字幕
    English, Turkish, Russian, Chinese (Traditional)

    课程概述

    By now you have definitely heard about data science and big data. In this one-week class, we will provide a crash course in what these terms mean and how they play a role in successful organizations. This class is for anyone who wants to learn what al
  2. 第 2 门课程

    构建数据科学团队

    计划开课班次:Aug 20
    课程学习时间
    1 week of study, 4-6 hours
    字幕
    English

    课程概述

    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
  3. 第 3 门课程

    数据分析管理

    计划开课班次:Aug 20
    课程学习时间
    1周的学习;4-6小时/每周
    字幕
    English, Japanese

    课程概述

    This one-week course describes the process of analyzing data and how to manage that process. We describe the iterative nature of data analysis and the role of stating a sharp question, exploratory data analysis, inference, formal statistical mode
  4. 第 4 门课程

    生活中的数据科学

    计划开课班次:Aug 20
    课程学习时间
    1周的学习;4-6小时/每周
    字幕
    English

    课程概述

    Have you ever had the perfect data science experience? The data pull went perfectly. There were no merging errors or missing data. Hypotheses were clearly defined prior to analyses. Randomization was performed for the treatment of interest. The analytic
  5. 第 5 门课程

    数据科学管理毕业项目

    计划开课班次:Sep 10
    课程学习时间
    1 week of study, 4-6 hours
    字幕
    English, Indonesian, Spanish

    毕业项目介绍

    The Executive Data Science Capstone, the specialization’s culminating project, is an opportunity for people who have completed all four EDS courses to apply what they've learned to a real-world scenario developed in collaboration with Zillow, a data-d

制作方

  • Johns Hopkins University

    America’s first research university, Johns Hopkins was founded on the principle that by pursuing big ideas and sharing what we learn, we make the world a better place. For more than 135 years, we haven’t strayed from that vision.

    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.

  • Roger D. Peng, PhD

    Roger D. Peng, PhD

    Associate Professor, Biostatistics
  • Brian Caffo, PhD

    Brian Caffo, PhD

    Professor, Biostatistics
  • Jeff Leek, PhD

    Jeff Leek, PhD

    Associate Professor, Biostatistics

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