# KateelLearningDemosToStudents

Browser-based AI, machine learning, finance, risk, cybersecurity, and analytics demos for students, faculty, and practitioners. This repository powers the public [GitHub Pages site](https://vinayasharada.github.io/KateelLearningDemosToStudents/) and also includes broader course materials, assignments, and supporting assets for local or Colab-based learning where needed.

[![GitHub Pages](https://img.shields.io/badge/GitHub%20Pages-Live-0f766e)](https://vinayasharada.github.io/KateelLearningDemosToStudents/)
[![Curated demos](https://img.shields.io/badge/Curated%20Demos-94-2563eb)](https://vinayasharada.github.io/KateelLearningDemosToStudents/browse/index.html)
[![Course packs](https://img.shields.io/badge/Course%20Packs-8-d97706)](https://vinayasharada.github.io/KateelLearningDemosToStudents/course-packs/index.html)
[![Assignment packs](https://img.shields.io/badge/Assignment%20Packs-6-7c3aed)](https://vinayasharada.github.io/KateelLearningDemosToStudents/Assignments/index.html)

Created by **Professor Vinaya Sathyanarayana**  
GitHub: [@VinayaSharada](https://github.com/VinayaSharada)  
Contact: [vinallcontact@gmail.com](mailto:vinallcontact@gmail.com)

## Start Here

- [GitHub Pages Home](https://vinayasharada.github.io/KateelLearningDemosToStudents/)
- [Browse Demos](https://vinayasharada.github.io/KateelLearningDemosToStudents/browse/index.html)
- [Course Packs](https://vinayasharada.github.io/KateelLearningDemosToStudents/course-packs/index.html)
- [Assignments](https://vinayasharada.github.io/KateelLearningDemosToStudents/Assignments/index.html)
- [GitHub Repository](https://github.com/VinayaSharada/KateelLearningDemosToStudents)

## What This Repository Contains

- Browser-based educational demos that run fully in the browser with no API keys or external services.
- Course packs that organize demos into teachable sequences with learning objectives and supporting context.
- About pages and launch pages that separate concept framing from hands-on interaction.
- Assignment scaffolds that convert demos into graded analysis, reflection, or mini-project work.
- Additional local and Colab-oriented materials where browser-only execution is not yet the right fit.

## Featured Public Paths

| Surface | Best for | Link |
|---|---|---|
| Home | Overall orientation to the platform | [Open](https://vinayasharada.github.io/KateelLearningDemosToStudents/) |
| Browse Demos | Finding classroom-ready demos by topic, level, and run mode | [Open](https://vinayasharada.github.io/KateelLearningDemosToStudents/browse/index.html) |
| Course Packs | Teaching journeys for treasury, AI/ML, risk, quant, cyber, compliance, RAG/NLP, and banking | [Open](https://vinayasharada.github.io/KateelLearningDemosToStudents/course-packs/index.html) |
| Assignments | Structured assessment and reflection scaffolds | [Open](https://vinayasharada.github.io/KateelLearningDemosToStudents/Assignments/index.html) |

## Major Topics Covered

- AI and machine learning workflows
- Treasury management and liquidity analytics
- Banking, fraud, lending, and customer analytics
- Quant finance, options, VaR, and portfolio analysis
- Cybersecurity and risk management
- RAG, NLP, voice interfaces, and knowledge assistants
- AI governance, compliance, and responsible AI

## Demo Run Modes

- `Browser`: runs directly in GitHub Pages or static hosting
- `Colab`: best when notebook execution or larger packages are needed
- `Local`: best when students need Python, local files, or heavier models
- `Multi-mode`: available in more than one learning mode depending on classroom goals

The public Pages experience prioritizes polished browser-first demos. The repo itself may contain broader supporting assets, experiments, local variants, and work-in-progress materials that are still valuable for teaching.

## Repository Structure

```text
KateelLearningDemosToStudents/
├── DomainUseCaseDemos/
├── TechUseCaseDemos/
├── CyberSecurityDemos/
├── CourseCatalogs/
├── Assignments/
├── courses/
├── browse/
└── assets/
```

## Why Educators Use It

- No cloud dependency for the core curated experience
- No API keys for the public browser-first demos
- Strong separation between explanation and interaction
- Classroom-ready flows for demo, reflection, and assignment work
- Reusable examples across finance, AI, analytics, and governance courses

## Attribution

Please retain attribution in course materials, workshops, and derivative teaching artifacts.

> Demos and course materials adapted from **KateelLearningDemosToStudents** by Professor Vinaya Sathyanarayana.  
> Repository: [VinayaSharada/KateelLearningDemosToStudents](https://github.com/VinayaSharada/KateelLearningDemosToStudents)

## Suggested GitHub Metadata

These are the remaining manual SEO improvements worth setting directly in GitHub repository settings:

- Repository description: `Browser-based AI, finance, risk, and analytics demos for students, faculty, and classroom teaching`
- Website: `https://vinayasharada.github.io/KateelLearningDemosToStudents/`
- Topics: `education`, `ai-demos`, `machine-learning`, `finance`, `treasury`, `banking`, `risk-management`, `cybersecurity`, `rag`, `nlp`, `github-pages`, `classroom`