Plot composition Interactive elements Layout design Performance considerations

Seaborn statistical plots Interactive plotting with Plotly Custom visualizations Animation basics

Basic plotting Customizing plots Multiple subplots Saving and exporting

NumPy coding workshop Performance optimization session Group problem-solving Project presentations

Statistical functions Working with structured arrays Integration with Pandas Vectorization techniques

Linear algebra operations Random number generation Array manipulation Performance optimization

Arrays and array creation Array operations and broadcasting Indexing and slicing Universal functions

Hands-on Pandas workshop Real-world data cleaning scenarios Group data transformation exercises Project review