Course Modules & Assignments
Python: Describing a Numerical Data Set
- Printing and Sorting
- Data Types
- Statistical Functions
- Coding Exercises
Python: Importing and Describing Mixed Data Sets (pandas, matplotlib)
- Importing a Data frame
- Logical Operator
- Selecting Data
- Coding Exercises
Python: Statistical Tests to Determine if Populations are Different
- Conditionals
- Handling Incomplete Data sets
- Merges And Joins
- Comparison Test
- Coding Exercises
Python: Statistical Tests to Describe Relationships
- Correlation Test
- Regression Test
- Coding Exercises
Python Data Analysis Lab
- Lab
Python: Creating Comparison and Composition Charts
- Comparison Charts
- Composition Charts
- Coding Exercises
Python: Creating Distribution Charts
- Scatter Plots
- Box Plots and Histograms
- Coding Exercises
Python: Creating Specialized Visualizations
- Specialized Visualizations
- Coding Exercises
Python: Communicating Data Using Jupyter notebook
- Presenting Data as a Document Report
- Presenting Data as a Presentation
- Presenting Interactive Data
- Practice Exercises
Python: Visualizing Data and Communicating Results with Jupyter
- Lab Visualizing Data and Communicating Results with Jupyter