DANL 210 - Lecture
| Title | Subtitle | Date |
|---|---|---|
| Lecture 1 | Syllabus, Course Outline, and Introduction | January 22, 2025 |
| Lecture 2 | Prologue; DANL Tools; Building a Website; Markdown | January 24, 2025 |
| Lecture 3 | Getting Started with Jupyter Notebook and Quarto | January 27, 2025 |
| Lecture 4 | Python Basics - Variables; Assignments; Data Types; Operators; Casting Values; Data Containers | January 31, 2025 |
| Lecture 5 |
Python Basics - if-else Chains; Slicing; Functions; while & for loops; List & Dictionary Methods; try-except Blocks
|
February 3, 2025 |
| Lecture 6 |
pandas Basics - Loading Data
|
February 10, 2025 |
| Lecture 7 |
pandas Basics - Getting a Summary of Data; Selecting Variables; Counting Methods; Sorting Methods
|
February 12, 2025 |
| Lecture 8 |
pandas Basics - Sorting Methods; Setting a New Index; Locating Observations/Values
|
February 14, 2025 |
| Lecture 9 |
pandas Basics - Mathematical & Vectorized Operations; Adding, Removing, & Renaming Variables; Data Types
|
February 17, 2025 |
| Lecture 10 |
pandas Basics - Filtering by a Condition
|
February 19, 2025 |
| Lecture 11 |
pandas Basics - Missing Values; Duplicates
|
February 21, 2025 |
| Lecture 12 |
pandas Basics - Reshaping DataFrames
|
February 24, 2025 |
| Lecture 13 |
pandas Basics - Joining DataFrames; Concatenating DataFrames
|
February 26, 2025 |
| Lecture 14 |
Spyder IDE; Scrapping Web-tables with pd.read_html()
|
March 10, 2025 |
| Lecture 15 | Primer on Web-scrapping | March 12, 2025 |
| Lecture 16 |
Web-scrapping with Python selenium
|
March 14, 2025 |
| Lecture 17 | Data Collection with APIs | April 11, 2025 |
| Lecture 18 |
Data Visualization with seaborn
|
April 25, 2025 |
| Lecture 19 | Group Operations | April 30, 2025 |
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