Coursera

Advanced Survey Design & Statistical Analysis Specialization

Coursera

Advanced Survey Design & Statistical Analysis Specialization

Advanced Market Research With Data Analytics.

Master survey design, statistical analysis, and predictive modeling for market insights.

Included with Coursera PlusLearn more

Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Design sophisticated market surveys and analyze data using statistical testing methods

  • Build predictive models and automated workflows using R programming and cloud platforms

  • Implement data governance practices to ensure research quality and reproducible insights

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Coursera

Specialization - 8 course series

Design and Analyze Impactful Market Surveys

Design and Analyze Impactful Market Surveys

Course 1, 3 hours

What you'll learn

  • Learners will design user-centered surveys with branching logic and analyze data using chi-square tests to uncover significant, actionable insights.

Skills you'll gain

Category: Driving engagement
Category: Quantitative Research
Category: Data-Driven Decision-Making
Category: Surveys
Category: Statistical Hypothesis Testing
Category: Statistical Analysis
Category: User Centered Design
Category: Survey Creation
Category: Data Analysis
Category: Statistical Methods
Category: Data Storytelling
Category: Data Collection
Category: Market Research
Design Smart Surveys with Skip Logic

Design Smart Surveys with Skip Logic

Course 2, 2 hours

What you'll learn

  • Learners will be able to design effective surveys with proper question types and skip logic to improve data quality and the respondent experience.

Skills you'll gain

Category: Data Collection
Category: Surveys
Category: Data Quality
Category: Survey Creation
Category: User Feedback
Survey Samples: Size and Methods

Survey Samples: Size and Methods

Course 3, 2 hours

What you'll learn

  • Select appropriate sampling methods and calculate the statistically valid sample size to design reliable survey research.

Skills you'll gain

Category: Research Methodologies
Category: Sampling (Statistics)
Category: Probability & Statistics
Category: Quantitative Research
Category: Statistics
Category: Survey Creation
Category: Statistical Methods
Category: Sample Size Determination
Category: Research Design
Statistical Tests for Market Research

Statistical Tests for Market Research

Course 4, 2 hours

What you'll learn

  • Analyze market research data, apply t-tests in Excel to compare groups, interpret results, and make data-driven business recommendations.

Skills you'll gain

Category: Statistical Analysis
Category: Statistical Hypothesis Testing
Category: Data Analysis Software
Category: Market Research
Category: Data-Driven Decision-Making
Category: Statistical Inference
Category: Statistical Methods
Category: Descriptive Statistics
Category: Customer Analysis
Category: Spreadsheet Software
Category: Microsoft Excel
Category: Statistical Software
Category: A/B Testing
Automate Surveys for Smart Market Insights

Automate Surveys for Smart Market Insights

Course 5, 2 hours

What you'll learn

  • Design efficient conjoint analysis studies and build automated data workflows to gain faster, sophisticated market insights.

Skills you'll gain

Category: Real Time Data
Category: Data Integration
Category: Quantitative Research
Category: Data Management
Category: Market Analysis
Category: Customer Insights
Category: Decision Making
Category: Cloud-Based Integration
Category: Automation
Category: Consumer Behaviour
Category: No-Code Development
Category: Customer Analysis
Category: Business Process Automation
Category: Workflow Management
Category: Market Research
Category: Survey Creation
Predict and Validate Regression Models in R

Predict and Validate Regression Models in R

Course 6, 2 hours

What you'll learn

  • Build and validate linear regression models in R, using diagnostics and cross-validation to ensure robust, reliable business predictions.

Skills you'll gain

Category: Statistical Modeling
Category: Regression Analysis
Category: Predictive Modeling
Category: Statistical Methods
Category: R Programming
Category: Predictive Analytics
Category: Model Evaluation
Category: Verification And Validation
Category: Plot (Graphics)
Category: Performance Metric
Transform, Analyze, and Report Data with R

Transform, Analyze, and Report Data with R

Course 7, 3 hours

What you'll learn

  • Build an end-to-end, reproducible analysis in R, from data transformation and model evaluation to automated reporting.

Skills you'll gain

Category: R Programming
Category: Knitr
Category: Rmarkdown
Category: Extract, Transform, Load
Category: Model Evaluation
Category: Data Integration
Category: Performance Metric
Category: Predictive Analytics
Category: R (Software)
Category: Statistical Modeling
Category: Data Transformation
Category: Tidyverse (R Package)
Category: Data Wrangling
Category: Data Manipulation
Category: Data Pipelines
Category: Data Analysis
Category: Automation
Category: Data Quality
Category: Performance Analysis
Govern and Evaluate Research Data Quality

Govern and Evaluate Research Data Quality

Course 8, 2 hours

What you'll learn

  • Master market forecasting and trend analysis. Learn to use historical data to predict demand and evaluate the strategic impact of emerging trends.

Skills you'll gain

Category: Performance Measurement
Category: Business Planning
Category: Key Performance Indicators (KPIs)
Category: Performance Analysis
Category: Gap Analysis
Category: Business Strategy
Category: Market Opportunities
Category: Variance Analysis
Category: Business Development

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Professionals in the Industry
276 Courses56,545 learners

Offered by

Coursera

Why people choose Coursera for their career

Felipe M.

Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

What brings you to Coursera today?

Frequently asked questions