University of Michigan
Survey Data Collection and Analytics Specialization
University of Michigan

Survey Data Collection and Analytics Specialization

Collect and analyze data, and communicate results. Learn to collect quality data and conduct insightful data analysis in six courses.

Mariel Leonard
Frederick Conrad, Ph.D.
James M Lepkowski

Instructors: Mariel Leonard

Sponsored by FutureX

20,966 already enrolled

Get in-depth knowledge of a subject
4.3

(878 reviews)

Beginner level
No prior experience required
3 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.3

(878 reviews)

Beginner level
No prior experience required
3 months
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Understand the basics of survey design, sampling methods, data collection and data analysis

  • Apply the skills learned to analyze and compare multiple data sources in a capstone project

Details to know

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Taught in English

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  • Earn a career certificate from University of Michigan
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Specialization - 6 course series

Framework for Data Collection and Analysis

Course 19 hours4.2 (755 ratings)

What you'll learn

Skills you'll gain

Category: Survey Creation
Category: Research Design
Category: Data Collection
Category: Statistics
Category: Statistical Methods
Category: Probability & Statistics
Category: Sampling (Statistics)
Category: Experimentation
Category: Scientific Methods
Category: Research
Category: Research Methodologies
Category: Data Management
Category: Data Governance
Category: Data Strategy
Category: Data Analysis
Category: Data Storage
Category: Data Quality
Category: Data Science
Category: General Science and Research
Category: Databases

Data Collection: Online, Telephone and Face-to-face

Course 221 hours4.6 (341 ratings)

What you'll learn

  • Appricate and compare the pros and cons of self-administered modes and interviews

  • Explore the emerging modes and data sources such as mobile web surveys and social media data

  • Understand the key concepts about survey data collection methods

Skills you'll gain

Category: Survey Creation
Category: Research Design
Category: Data Collection
Category: Interviewing Skills
Category: Interpersonal Communications
Category: Research
Category: Research Methodologies
Category: Scientific Methods
Category: Experimentation
Category: Data Governance
Category: Data Quality
Category: Data Management

Questionnaire Design for Social Surveys

Course 316 hours4.5 (452 ratings)

What you'll learn

  • Understand the basic elements of designing and evaluating questionnaires

Skills you'll gain

Category: Survey Creation
Category: Research Design
Category: Interpersonal Communications
Category: Interviewing Skills
Category: Experimentation
Category: Research Methodologies
Category: Research
Category: Scientific Methods
Category: General Science and Research
Category: Data Collection
Category: Communication
Category: Communication Strategies

Sampling People, Networks and Records

Course 425 hours4.3 (103 ratings)

What you'll learn

  • Understand the value and risks sampling and randomization methods bring to scientific investigation

  • Differentiate different types of sampling methods and their applications

  • Explain the principles and techniques of probability sampling methods

Skills you'll gain

Category: Statistical Methods
Category: Data Collection
Category: Statistics
Category: Probability & Statistics
Category: Sampling (Statistics)
Category: Statistical Analysis
Category: Sample Size Determination
Category: Statistical Inference
Category: Survey Creation
Category: Research Design
Category: Probability
Category: Analytics
Category: Data Science
Category: Experimentation
Category: Scientific Methods
Category: Mathematics and Mathematical Modeling
Category: Applied Mathematics
Category: Research Methodologies
Category: Data Analysis
Category: Research

Dealing With Missing Data

Course 517 hours3.8 (133 ratings)

What you'll learn

Skills you'll gain

Category: Statistics
Category: Probability & Statistics
Category: Sampling (Statistics)
Category: Data Collection
Category: Statistical Methods
Category: Data Science
Category: Statistical Modeling
Category: Statistical Analysis
Category: Statistical Inference
Category: Mathematical Modeling
Category: Data Analysis
Category: Mathematics and Mathematical Modeling
Category: Analytics
Category: Probability
Category: Applied Mathematics

Combining and Analyzing Complex Data

Course 69 hours4.1 (61 ratings)

What you'll learn

Skills you'll gain

Category: Statistical Analysis
Category: Statistics
Category: Data Analysis
Category: Statistical Methods
Category: Data Collection
Category: Sampling (Statistics)
Category: Statistical Modeling
Category: Statistical Inference
Category: Data Ethics
Category: Statistical Machine Learning
Category: Statistical Programming
Category: Statistical Software
Category: Data Science
Category: Estimation
Category: Analytics
Category: Business Analytics
Category: Data Analysis Software
Category: Stata
Category: Regression Analysis
Category: R Programming

Instructors

Mariel Leonard
University of Maryland, College Park
1 Course32,579 learners
Frederick Conrad, Ph.D.
University of Michigan
4 Courses46,299 learners
James M Lepkowski
University of Michigan
3 Courses12,942 learners

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