Syllabus
Schedule
Notes
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Lecture Notes
Python Basics
Intro to Analytics
2024
⁄
08
⁄
29
•
Thu
Intro to Python
2024
⁄
08
⁄
29
•
Thu
Data Types and Variables
2024
⁄
08
⁄
29
•
Thu
Operators, Booleans, and Conditionals
2024
⁄
09
⁄
03
•
Tue
Lists and Loops
2024
⁄
09
⁄
05
•
Thu
Collections and Strings
2024
⁄
09
⁄
10
•
Tue
Functions
2024
⁄
09
⁄
12
•
Thu
Pandas
Introduction to Jupyter and Pandas
2024
⁄
09
⁄
17
•
Tue
Pandas Filtering and Sorting
2024
⁄
09
⁄
19
•
Thu
Pandas Data Types and Column Operations
2024
⁄
09
⁄
24
•
Tue
Missing Values, Datetime, Aggregation, and Merges
2024
⁄
09
⁄
26
•
Thu
Update Cells, More Exercises
2024
⁄
10
⁄
01
•
Tue
Merge and String Methods
2024
⁄
10
⁄
03
•
Thu
SQL
Introduction to SQL
2024
⁄
10
⁄
08
•
Tue
More SQL Queries and Aggregations
2024
⁄
10
⁄
10
•
Thu
SQL Joins
2024
⁄
10
⁄
15
•
Tue
Data Visualization
Introduction to DataViz
2024
⁄
10
⁄
31
•
Thu
Line, Scatter, and Bar Plots
2024
⁄
11
⁄
05
•
Tue
Advanced Plotly Visualizations
2024
⁄
11
⁄
07
•
Thu
In-class DataViz Challenge Day
2024
⁄
11
⁄
12
•
Tue
Introduction to Tableau
2024
⁄
11
⁄
14
•
Thu
Advanced Tableau Visualizations
2024
⁄
11
⁄
19
•
Tue
Final Case Study
Links
Python Playground (Experimental)
Visualize Code Execution
DataCamp
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