DANL 299 - Lecture
| Title | Subtitle | Date |
|---|---|---|
| Lecture 1 | Syllabus and Course Outline | August 25, 2025 |
| Lecture 2 | Prologue; DANL Tools; Building a Website; Markdown | August 27, 2025 |
| Lecture 3 | Getting Started with Jupyter Notebook and Quarto | September 4, 2025 |
| Lecture 4 | Py Basics - Variables, Data Types, Operators, Casting, Containers | September 8, 2025 |
| Lecture 5 |
Py Basics - if-else; Slicing; Functions; while & for; List & Dict; try-except
|
September 10, 2025 |
| Lecture 6 |
pandas - Loading Data
|
September 17, 2025 |
| Lecture 7 |
pandas - Getting a Data Summary; Selecting Variables; Counting
|
September 22, 2025 |
| Lecture 8 |
pandas - Sorting Methods; Setting a New Index; Locating Observations/Values
|
September 24, 2025 |
| Lecture 9 |
pandas - Adding, Removing, & Renaming Variables; Data Types
|
September 29, 2025 |
| Lecture 10 |
pandas - Filtering by a Condition
|
October 1, 2025 |
| Lecture 11 |
pandas - Missing Values; Duplicates
|
October 2, 2025 |
| Lecture 12 |
pandas - Reshaping DataFrames
|
October 6, 2025 |
| Lecture 13 |
pandas - Joining DataFrames; Concatenating DataFrames
|
October 8, 2025 |
| Lecture 14 |
Spyder IDE; Scrapping Web-tables with pd.read_html()
|
November 4, 2025 |
| Lecture 15 | Primer on Web-scrapping | November 4, 2025 |
| Lecture 16 |
Web-scrapping with Python selenium
|
November 5, 2025 |
| Lecture 17 | Data Collection with APIs | November 10, 2025 |
| Lecture 18 |
Data Visualization with seaborn
|
November 12, 2025 |
| Lecture 19 | Group Operations | December 1, 2025 |
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