How to Describe Data examines the use of data in our everyday lives, giving you the ability to assess the usefulness and relevance of the information you encounter. In this course, learn about uncertainty’s role in measurements and how you can develop a critical eye toward evaluating statistical information in places like headlines, advertisements, and research. You’ll learn the fundamentals of discussing, evaluating, and presenting a wide range of data sets, as well as how data helps us make sense of the world. This is a broad overview of statistics and is designed for those with no previous experience in data analysis. With this course, you’ll be able to spot potentially misleading statistics and better interpret claims about data you encounter in the world. Course assessments focus on your understanding of concepts rather than solving math problems.
This is the first course in Understanding Data: Navigating Statistics, Science, and AI Specialization, where you’ll gain a core foundation for statistical and data literacy and gain an understanding of the data we encounter in our everyday lives.
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8个视频5篇阅读材料1个作业2个讨论话题
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8个视频•总计46分钟
Welcome to Understanding Data: Navigating Statistics, Science, and AI•4分钟
How Things Become Statistics•9分钟
Learning From Data•5分钟
Why We Measure Means and Medians•6分钟
Reading a Histogram•3分钟
Mean or Median: What Do You Mean?•6分钟
Variability Is Healthy•6分钟
Making Comparisons With Data•7分钟
5篇阅读材料•总计29分钟
Meet Your Instructor•3分钟
Course Syllabus •10分钟
Help Us Learn About You •10分钟
Module 1 Suggested Readings•5分钟
Module 1 Bibliography•1分钟
1个作业•总计60分钟
Module 1 Ungraded Quiz•60分钟
2个讨论话题•总计20分钟
Meet Your Fellow Global Learners•10分钟
Talk about a statistic you saw. Was it useful?•10分钟
Rethinking Certainty
2 Module•小时 后完成
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6个视频2篇阅读材料1个作业1个讨论话题
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6个视频•总计44分钟
Introduction to Module 2: Developing Intuition About Uncertainty•2分钟
Noisy Scales•8分钟
Conducting a Poll•7分钟
Our Noisy World•9分钟
How Should We Live With Noise?•10分钟
Validity (What Are We Measuring, Anyway?)•9分钟
2篇阅读材料•总计6分钟
Module 2 Suggested Readings•5分钟
Module 2 Bibliography•1分钟
1个作业•总计60分钟
Module 2 Ungraded Quiz•60分钟
1个讨论话题•总计10分钟
Talk about a statistic you saw. How was uncertainty communicated?•10分钟
Talking about Numbers
3 Module•小时 后完成
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7个视频2篇阅读材料1个作业1个讨论话题
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7个视频•总计54分钟
Introduction to Module 3: Numbers in Storytelling•2分钟
Units, Scales, and Estimates•10分钟
Making Sense of Big and Small Numbers•6分钟
Relative and Absolute Numbers•7分钟
Zombie Statistics•10分钟
The Illusion of Sciencey-ness•9分钟
Strengths and Weaknesses in Data Visualization•11分钟
2篇阅读材料•总计6分钟
Module 3 Suggested Readings•5分钟
Week 3 Bibliography•1分钟
1个作业•总计30分钟
Module 3 Ungraded Quiz•30分钟
1个讨论话题•总计10分钟
Talk about a statistic. What is the claim? What else do you need to know?•10分钟
Statistics, Skepticism and Trust
4 Module•小时 后完成
单元详情
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7个视频3篇阅读材料2个作业1个讨论话题
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7个视频•总计59分钟
Introduction to Module 4: Should You Trust Statistics?•1分钟
But Why?•11分钟
Summaries Reduce Information•8分钟
Interrogating a Statistic•11分钟
Style, Authority and Trust•13分钟
Being a Good Steward of Your Information Ecosystem•7分钟
The mission of the University of Michigan is to serve the people of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic values, and in developing leaders and citizens who will challenge the present and enrich the future.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.