High level statistics learning objectives based on the basic statistics I’m able to absorb & learnt so far, split into 6 basic statistics learning categories.
Statistics Learning Categories
I took reference to table of contents from a few books, my course materials, websites and worked out come common topic flow.
- Statistical Data
- Identifying & statistical categorization of data
- Obtaining data
- Basic Statistics terminologies
- Probabilities
- Probabilities for statistics
- Distribution
- Identify & Understanding different types of distributions
- Sampling
- Differentiation between sample & populations
- Sample testing
- Hypothesis & Testing
- Understanding hypotheses
- Be able to identify the types of tests to do
- Linear Regression, Correlation & more
Additional Items for Statistics Learning:
- Statistical formulas will be split out, but be internally linked?
- Statistics Analysis tools : Spreadsheets, Python
I will definitely be reorganizing again as I do more statistics learnings.