课程信息
4.5
4,296 个评分
837 个审阅
专项课程
100% 在线

100% 在线

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为4 小时

建议:1 week of study, 4-6 hours...
可选语言

英语(English)

字幕:英语(English), 中文(繁体), 俄语(Russian), 土耳其语(Turkish), 印地语

您将学到的内容有

  • Check

    Describe Data Science’s role in various contexts

  • Check

    Predict whether a Data Science project will be successful

  • Check

    Understand how Statistics and Machine Learning affect Data Science

  • Check

    Use the key terms used by data scientist

您将获得的技能

Data ScienceData AnalysisMachine LearningProject
专项课程
100% 在线

100% 在线

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为4 小时

建议:1 week of study, 4-6 hours...
可选语言

英语(English)

字幕:英语(English), 中文(繁体), 俄语(Russian), 土耳其语(Turkish), 印地语

教学大纲 - 您将从这门课程中学到什么

1
完成时间(小时)
完成时间为 4 小时

A Crash Course in Data Science

This one-module course constitutes the first "week" of the Executive Data Science Specialization. This is an intensive introduction to what you need to know about data science itself. You'll learn important terminology and how successful organizations use data science....
Reading
11 个视频 (总计 78 分钟), 8 个阅读材料, 9 个测验
Video11 个视频
What is Data Science?5分钟
Statistics by example activities11分钟
Machine learning, the basics13分钟
Machine learning further reading3分钟
What is Software Engineering for Data Science?6分钟
The Structure of a Data Science Project6分钟
The outputs of a data science experiment6分钟
The four secrets of a successful data science experiment14分钟
Data Scientist Toolbox5分钟
Separating Hype from Value3分钟
Reading8 个阅读材料
Specialization Textbook10分钟
Grading10分钟
Pre-Course Survey10分钟
Statistics by example activities10分钟
Machine learning10分钟
The outputs of a data science experiment10分钟
The four secrets of a successful data science experiment10分钟
Post-Course Survey10分钟
Quiz9 个练习
What is data science?2分钟
What is statistics good for?10分钟
Machine learning8分钟
Quiz: Software Engineering6分钟
Structure of a Data Science Project8分钟
The outputs of a data science experiment10分钟
Defining Success in Data Science8分钟
Data scientist toolbox8分钟
Separating hype from value8分钟
4.5
837 个审阅Chevron Right
职业方向

26%

完成这些课程后已开始新的职业生涯
工作福利

83%

通过此课程获得实实在在的工作福利
职业晋升

19%

加薪或升职

热门审阅

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Basic course
(76)
Well taught
(48)
创建者 SJSep 10th 2017

This is a great starter course for data science. My learning assessment is usually how well I can teach it to someone else. I know I have a better understanding now, than I did when I started.

创建者 JMJan 2nd 2018

It is a very good course even if you are familiar with some aspects of data science work. If I have to make a suggestion, I would remark the importance of design skills during a data product,

讲师

Avatar

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

关于 Johns Hopkins University

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....

关于 Executive Data Science 专项课程

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....
Executive Data Science

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