Data-Science-Library-

Collection of useful data related information

Resources

Python Library's

1. RPA Python - Use for simple tasks to automate with RPA
2. Cookie Cutter Template - Git project templates to use
3. Jinja Template -
4. Testing with Tox - Testing for large projects
5. Logging with IceCream - Use over print statements when debugging
6. Multiprocessing with python - Use to speed up long running scripts
7. Polars, faster pandas
8. Pyside - Build Desktop Apps with python. Examples
9. Pandas-ai - Pandas combined with Open AI
10. Quickly Build and Share ML Models - Gradio
11. Lumitbot - Package to easily trade with python

Front-End Library's

1. HTML Boilerplate - Front-end template for building fast, robust, and adaptable web apps
2. Design resources for developers - Curated list of sesign and UI respirces from stock photos, web templates, css framework and more
3. Hover - A collection of css3-powered hover effects

Interesting Topic's

1. Sentiment Analysis
2. Operating Systems

CI/CD Tools

1. Django CI/CD Process - Semaphore
2. AWS CI/CD Tool - CodeStar

Train ML Models

1. Awesome Public Datasets Github - A Git Repo of a bunch of free public datasets
2. Faker - Python lib to generate fake data
3. Guide To Train With No Code
4. AutoTrain by HuggingFace