One of the things I appreciated the most, was how the Data Analysis discipline was introduced as well as how to plan (step by step) an actual analysis. In this video, the instructor Dr. Jeff Leek provides a clear explanation of what the discipline is about.
Data Analysis has 3 principal components:
2. Computer Programming
3. and the specific area of Applications in business or science… enjoy it!