BDI 475

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Lecture Notes

Python Basics

Intro to Analytics

Intro to Python

Data Types and Variables

Operators, Booleans, and Conditionals

Lists and Loops

Collections and Strings

Functions

Pandas

Introduction to Jupyter and Pandas

Pandas Filtering and Sorting

Pandas Data Types and Column Operations

Missing Values, Datetime, Aggregation, and Merges

Update Cells, More Exercises

Merge and String Methods

SQL

Introduction to SQL

More SQL Queries and Aggregations

SQL Joins

Data Visualization

Introduction to DataViz

Line, Scatter, and Bar Plots

Advanced Plotly Visualizations

In-class DataViz Challenge Day

Introduction to Tableau

Advanced Tableau Visualizations

Final Case Study

BDI 475

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Supported by

DataCamp

University of Illinois at Urbana-Champaign