[DOC]: Updating all the notebooks in the use cases section of the documentation

[fazlulkarimweb]

What's wrong?

The notebook section should also be organized effectively. The notebooks primarily cater to three distinct audiences:

1. Non-tech people like CEOs, Investors, and Founders
2. Semi-skilled tech people
3. Highly skilled tech people

Presently, the use case notebooks predominantly focus on highly skilled subject-matter experts. The other two audiences are currently being overlooked.

How could it be better?

For involving the first two groups of audiences, what could be done is:

1. Non-tech people like CEOs, Investors, and Founders: In the upper section of the notebooks, there should be an explanation of how this piece of code or notebook code can serve as inspiration in real-life use cases.

2. Semi-skilled tech people: Comment extensively on every line of code so that, when they look into a block, they will understand the code just by reading comments.

[blythed]

TODO: add inline comments, etc., to improve developer experience.

[fnikolai]

Getting Started

• Install SuperDuperDB
• 10 Minutes to SuperDuperDB
• Talks & Tutorials
• Best Practices
• FAQ

Fundamentals

• Artifacts
• Components
• Encoders
• Data Layer
• ...
• Glossary

Walkthough

• Connect to Database
  • MongoDB
  • MySQL
  • AWS S3
  • Snowflake
• Deploy Model
• Run Inference
• ...

Use Cases

• Chatbots
  • OpenAI
  • LLM
• Content Generation
• Recommenders
• Question Answering
  • Voice Memos
  • ...
• Sentiment Analysis
• Text Summarization
• Natural Language Processing
• Forecasting
• Classification
• Regression
• Community Tutorials List

Reference

• API Reference (make it look like this one: https://docs.dask.org/en/stable/api.html)
• Demo Guidelines
• Changelog

Sources:
https://docs.dask.org/en/stable/api.html
https://docs.mindsdb.com/what-is-mindsdb
https://milvus.io/docs/manage_databases.md