COGS108/Lectures-Sp20
Lecture Files - Spring 2020
| repo name | COGS108/Lectures-Sp20 |
| repo link | https://github.com/COGS108/Lectures-Sp20 |
| homepage | |
| language | Jupyter Notebook |
| size (curr.) | 14631 kB |
| stars (curr.) | 12 |
| created | 2020-03-25 |
| license | |
Lectures (Sp20)
Course materials will be organized by week.
Each week’s materials contain a README explaining what is due throughout the week and where to find all course materials.
Weekly Plan
| Week | General Topic | Link to Materials |
|---|---|---|
| Course How-tos | how_tos | |
| 01 | Introduction to Data Science | 01_data_science |
| 02 | Version Control & Data | 02_git_data |
| 03 | Data Wrangling | 03_wrangling |
| 04 | Data Visualization | 04_viz |
| 05 | Data Analysis | 05_analysis |
| 06 | Inference | 06_inference |
| 07 | Machine Learning | 07_machine_learning |
| 08 | Geospatial Analysis | 08_geospatial |
| 09 | Dimensionality Reduction & Data Science Jobs | 09_jobs |
| 10 | Data Science Communication & The Future | 10_communication |
