Data Science

Data Preparation

01_Index
01_Selecting_Filtering
02_Missing_values
03_Duplicates
04_Concatenate_Transform
05_Grouping_Aggregation
06_Melt
07_Memory_Optimization

Data Visualization

01_Standard_Graphics
02_Elements_of_Plot
03_Plot_Formatting
04_Labels_Annotations
05_Time_Series
06_Statistical_Data_Graphs

Basic Math Statistics

01_Simple_Arithmetic
02_Multiplying_matrices_and_basic_linear_algebra
03_Summary_Statistics
04_Categorical_Variables
05_Correlation_Metrics
04_Basic_Math_Statistics_01_Web_Scraping

Data Sourcing

01_Web_Scraping
02_Google_Sheets

References

Data Sources

https://statisticalatlas.com/United-States/Overview

Resources

[]Linkedin Learning: Python for Data Science - Essencial Training Part 2