This course will provide you with an overview over existing data products and a good understanding of the data collection landscape. With the help of various examples you will learn how to identify which data sources likely matches your research question, how to turn your research question into measurable pieces, and how to think about an analysis plan. Furthermore this course will provide you with a general framework that allows you to not only understand each step required for a successful data collection and analysis, but also help you to identify errors associated with different data sources. You will learn some metrics to quantify each potential error, and thus you will have tools at hand to describe the quality of a data source. Finally we will introduce different large scale data collection efforts done by private industry and government agencies, and review the learned concepts through these examples. This course is suitable for beginners as well as those that know about one particular data source, but not others, and are looking for a general framework to evaluate data products.
This course is part of the Survey Data Collection and Analytics Specialization
About this Course
Skills you will gain
- Data Collection
- Data Quality
- Data Analysis
- Data Generating Process
Syllabus - What you will learn from this course
Research Designs and Data Sources
Measurements and Analysis Plan
Application of TSE Framework to Existing Surveys
- 5 stars54.05%
- 4 stars25.60%
- 3 stars12.51%
- 2 stars3.84%
- 1 star3.98%
TOP REVIEWS FROM FRAMEWORK FOR DATA COLLECTION AND ANALYSIS
The way the instructor was teaching was not very exciting, but the course was a good start as it had general information about data analysis.
Frauke is experienced, highly knowledgeable and forward thinking in the theory and practice of survey methods.
Great refresher! Enjoyed the depth covered in this course for data collection. It was very helpful to me.
Excelente curso, genera las herramientas necesarias para la recoleccion, transformacion, analisis e interpretacion de datos que requiero como principiante en este proceso
About the Survey Data Collection and Analytics Specialization
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