About the Course
This course covers a range of skills required for survey data preparation. It builds on introductory material covered in our "Survey Analysis Foundations" and "Beginners Guide to Data Checking and Cleaning" courses. By the end of his course ...
- you will know how to identify opportunities tidy and transform variables, or create new variables from existing ones
- know how to perform these tasks
- and gain exposure to some automated methods for variable transformation and creation (that you might use for ongoing work, like tracking studies.
You can then sit the exam and get certified!
You can then build on this knowledge and skill set via The Data Story Guide and future courses.
Limited-time offer! Enroll now for free before we add a nominal fee.
Course Instructor
Degree qualified in Marketing and Advertising Research (University of Technology, Sydney), Andrew has over 30 years experience as a market research professional. He is highly regarded for his ability to find stories in data and tell them in a clear and actionable way
-
Getting Started
- How to approach this course
- What you need
- Course Overview
-
Data File Checking
- Automated Data File and Variable Checking Methods
- Exercise: Practice automated steps
-
Transforming Variables
- Overview
- Categorical Variables
- Numeric Variables
- Dimension Reduction
- Text Variables
- Recapping the Workflow
- Dealing with Missing Values
-
Data Quality Checks
- Standard Data File Quality Checks
- Creating Custom Data Quality Checks
-
Certification
- Before you start
- Examination
- Course Completion
About the Course
This course covers a range of skills required for survey data preparation. It builds on introductory material covered in our "Survey Analysis Foundations" and "Beginners Guide to Data Checking and Cleaning" courses. By the end of his course ...
- you will know how to identify opportunities tidy and transform variables, or create new variables from existing ones
- know how to perform these tasks
- and gain exposure to some automated methods for variable transformation and creation (that you might use for ongoing work, like tracking studies.
You can then sit the exam and get certified!
You can then build on this knowledge and skill set via The Data Story Guide and future courses.
Limited-time offer! Enroll now for free before we add a nominal fee.
-
Getting Started
- How to approach this course
- What you need
- Course Overview
-
Data File Checking
- Automated Data File and Variable Checking Methods
- Exercise: Practice automated steps
-
Transforming Variables
- Overview
- Categorical Variables
- Numeric Variables
- Dimension Reduction
- Text Variables
- Recapping the Workflow
- Dealing with Missing Values
-
Data Quality Checks
- Standard Data File Quality Checks
- Creating Custom Data Quality Checks
-
Certification
- Before you start
- Examination
- Course Completion
Course Instructor
Degree qualified in Marketing and Advertising Research (University of Technology, Sydney), Andrew has over 30 years experience as a market research professional. He is highly regarded for his ability to find stories in data and tell them in a clear and actionable way