Hi, CDJ Class of Spring 2024!
This is the repository for this semester's new member education material. Please navigate to the corresponding session directory for the after-session homeworks.
Feel free to use the discussion pane to ask questions and discuss with peers!
Here is the current schedule for CDJ Spring 2024 NME!
| # | Date | Content | Topic | Libraries / Tools |
|---|---|---|---|---|
| 1 | Mar 3 | Arrays and Dataframes; Selecting, Combining, Reshaping | Cleaning/ Manipulation | NumPy, Pandas |
| 2 | Mar 17 | EDA and Plotting | Exploration | Matplotlib, Seaborn |
| 3 | Mar 24 | Linear Regression and Evaluation | Modeling | Scikit-Learn, StatsModels |
| / | / | Downloading Datasets | Gathering | / |
| 4 | Apr 14 | Web Scraping | Gathering | Requests, BeautifulSoup |
| 5 | Apr 21 | Querying Databases and APIs | Gathering | SodaPy |