https://github.com/realpython/web-dev-for-data-scientists
https://github.com/realpython/web-dev-for-data-scientists
data-science flask python webdevelopment
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/realpython/web-dev-for-data-scientists
- Owner: realpython
- Created: 2017-01-15T23:37:42.000Z (almost 9 years ago)
- Default Branch: master
- Last Pushed: 2017-06-04T15:29:56.000Z (over 8 years ago)
- Last Synced: 2025-05-07T21:04:19.249Z (7 months ago)
- Topics: data-science, flask, python, webdevelopment
- Language: Python
- Size: 1.92 MB
- Stars: 52
- Watchers: 8
- Forks: 29
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Web Development for Data Scientists
Material for a 5-day workshop, powered by [Real Python](https://realpython.com):
| Event | Hours |
|----------|---------------|
| Day 1 | 2.5 hours |
| Homework | 3 to 5 hours |
| Day 2 | 2.5 hours |
| Homework | 3 to 5 hours |
| Day 3 | 2.5 hours |
| Homework | 3 to 5 hours |
| Day 4 | 2.5 hours |
| Homework | 3 to 5 hours |
| Day 5 | 2.5 hours |
Total Hours:
- 24 to 33 hours
- In-person: 12.5 hours
## Outline
[Link](outline.md)
## Requirements
1. Material is meant to be delivered in-person to those that have experience with Python and data science.
1. Attendees should be (1) comfortable with a basic code editor (like Sublime or Atom) and (2) familiar with the terminal, git, and GitHub.
---
## Slides
Want to view the slides?
```sh
$ npm install
$ npm run day1
$ npm run day2
$ npm run day3
$ npm run day4
$ npm run day5
```
## Videos
- Day 3 - https://www.youtube.com/watch?v=Bi0vwNR56Jc
- Day 4 - https://www.youtube.com/watch?v=ERuaHYNZm34
- Day 5 - https://youtu.be/lOGOUfchQds