What you will learn?
Is there any math or lots of coding?
Not much math
- Don’t forget: Math is (one) language of (data) science
- We cover many algorithms, but only intuition
- only a few are covered in detail
You need to understand code and code a bit yourself
- But only short code snippets for data analysis
- mainly calling library functions (no own algorithms)
- adjusting “examples from the Internet” will often be enough
Syllabus
Learning Objectives
- Students will know and understand the basic concepts and methods of data science
- assess the assumptions and quality of statistical models
- select and apply the right statistical models for a given task or data set
Is there any math or lots of coding?
Not much math
- Don’t forget: Math is (one) language of (data) science
- We cover many algorithms, but only intuition
- only a few are covered in detail
You need to understand code and code a bit yourself
- But only short code snippets for data analysis
- mainly calling library functions (no own algorithms)
- adjusting “examples from the Internet” will often be enough
