https://github.com/isi-mube/nextibs-lessons
This repository contains materials for classes at Next International Business School.
https://github.com/isi-mube/nextibs-lessons
data-visualization environment machine-learning streamlit
Last synced: 4 months ago
JSON representation
This repository contains materials for classes at Next International Business School.
- Host: GitHub
- URL: https://github.com/isi-mube/nextibs-lessons
- Owner: isi-mube
- License: mit
- Created: 2025-03-09T17:56:11.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2025-03-10T02:20:05.000Z (8 months ago)
- Last Synced: 2025-04-13T12:51:25.100Z (6 months ago)
- Topics: data-visualization, environment, machine-learning, streamlit
- Language: Jupyter Notebook
- Homepage:
- Size: 81.6 MB
- Stars: 7
- Watchers: 1
- Forks: 1
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
## Objectives
- Understand the basics of Streamlit
- Learn how to create interactive web applications
- Integrate Streamlit with data science and machine learning workflows
- Deploy Streamlit applications
- Explore Generative AI, RAG, Agents, and LangChain
## Prerequisites
- Basic knowledge of Python programming and Environments
- Familiarity with data science and analytics concepts
## Course Content
- Introduction to Streamlit
- Basic Streamlit Components
- Layouts and Containers
- Handling User Input
- Displaying Data
- Integrating with Machine Learning Models
- Deploying Streamlit Apps
- Introduction to Generative AI
- Working with Agents
- Using LangChain for Advanced Applications
## Resources
- [Streamlit Documentation](https://docs.streamlit.io/)
- [Streamlit GitHub Repository](https://github.com/streamlit/streamlit)
- [Streamlit Community Forum](https://discuss.streamlit.io/)
- [LangChain Documentation](https://langchain.readthedocs.io/)
- [LangChain GitHub Repository](https://github.com/hwchase17/langchain)
## License
This project is licensed under the MIT License. See the [MIT License]([LICENSE](https://choosealicense.com/licenses/mit/)) file for more details.