Data Analysis: Planning and Preparing
For researchers in the natural sciences who want to develop their data analysis skills or mentor others through the process
10 experts in data analysis, including experienced statisticians and data scientists, Nature Portfolio journal Editors and early career researchers
4 hours of learning
15-minute bite-sized lessons
2-module course with certificate
About this course
'Data Analysis: Planning and Preparing’ introduces the essential elements of robust data analysis during a research project. In this course, you will discover how planning and preparing for data analysis will avoid time-consuming and costly mistakes, benefitting your immediate research and ultimately your reputation and career.
What you’ll learn
- The importance of planning and preparing for data analysis
- The key terms and processes relating to data analysis
- The principles of creating and updating a data analysis plan
The course
Free Sample
Introduction to data analysis and the importance of planning
7 lessons 2h
Free Sample
Preparing your data for analysis
7 lessons 2h
Free Sample
Data Analysis: Planning and Preparing: Free Sample - section
3 lessons 1h
Developed with expert academics and professionals
This course has been created with an international team of experts with extensive experience in data analysis, encompassing:
- Data-rich fields including physics, medicine, ecology, and epidemiology
- Data science and biostatistics
- Editorial perspectives on common mistakes and good practice in data analysis
Advice from experienced researchers
The course also has additional insights through interviews from:
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