How alextheanalyst/statistics-for-data-professionals works
This repository is a small collection of statistics lesson notebooks and CSV datasets. The filenames identify topics and available data, but with no README or source excerpts, how the datasets are used—and how a learner proceeds through the lessons—cannot be established. The graph therefore shows the lesson and dataset artifacts without guessing at their connections.
Components 10
Statistics Lessons
- Mean, Median, Mode
Mean, Median, Mode Lesson.ipynb - Outliers
Outliers Lesson.ipynb - Probability
Probability Lesson.ipynb - Sampling
Sampling Lesson.ipynb - Standard Deviation
Standard Deviation lesson.ipynb
CSV Datasets
- A/B Test Data
ab_test.csv - Customer Data
customers.csv - Marketing Spend Data
marketing_spend.csv - Order Data
orders.csv
Other components
- Learner