Couse: UCSD COGS 108
Quarter: Fall 2022
Instructor: Jason Fleischer
COGS 108: Data Science in Practice (4 units)
This course reviews research investigating the neural bases for human mental processes, including processing of affective, social, linguistic, and visuospatial information, as well as memory, attention, and executive functions. Also discussed are brain development and brain aging, and the nature of intelligence and creativity. Prerequisites: COGS 107B and its prerequisites.
Course Link: GitHub
| Subject | Code | Feedback | Score | |
|---|---|---|---|---|
| D1 | Python | Code | Feedback | 2/2 |
| D2 | Wrangling | Code | Feedback | 2/2 |
| D3 | Dataviz | Code | Feedback | 2/2 |
| D4 | Casestudy EDA | Code | Feedback | 2/2 |
| D5 | Inference | Code | Feedback | 2/2 |
| D6 | Casestudy Inference | Code | Feedback | 2/2 |
| D7 | Text | Code | -- | 2/2 |
| D8 | Ml | Code | Feedback | 2/2 |
| Subject | Code | Feedback | Score | |
|---|---|---|---|---|
| Practice | Practice | Code and Source | Feedback | 1/1 |
| A1 | Git Python | Code | Feedback | 7.75/8 |
| A2 | Pandas | Code | Feedback | 8/8 |
| A3 | Data Analysis | Code | Feedback | 8/8 |
| A4 | NLP | Code | Feedback | 8/8 |
| Quiz | Score | |
|---|---|---|
| Q1 | Quiz | 0.9/1 |
| Q2 | Quiz | 1/1 |
| Q3 | Quiz | 1/1 |
| Q4 | Quiz | 1/1 |
| Q5 | Quiz | 0.9/1 |
| Q6 | Quiz | 1/1 |
| Q7 | Quiz | 1/1 |
| Q8 | Quiz | 1/1 |
| Q9 | Quiz | 1/1 |
The course project be completed in a group of 4 people.
This includes:
- group survey
- Previous Project Review
- Project Proposal
- Project Checkpoint #1: Data
- Project Checkpoint #2: EDA
- Final Project Report
- Final Project Video
- Team Evaluation Survey
Link to Group GitHub
Link to Fork to my GitHub
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent