Statistics Learning Objectives to Learn Basic Statistics (20211026)

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.

1. Statistical Data
   • Identifying & statistical categorization of data
   • Obtaining data
   • Basic Statistics terminologies
2. Probabilities
   • Probabilities for statistics
3. Distribution
   • Identify & Understanding different types of distributions
4. Sampling
   • Differentiation between sample & populations
   • Sample testing
5. Hypothesis & Testing
   • Understanding hypotheses
   • Be able to identify the types of tests to do
6. Linear Regression, Correlation & more

Additional Items for Statistics Learning:

1. Statistical formulas will be split out, but be internally linked?
2. Statistics Analysis tools : Spreadsheets, Python

I will definitely be reorganizing again as I do more statistics learnings.