AIML Workshop by Unstop Igniters RCCIIT

Welcome to the repository for the AIML workshop organized by Unstop Igniters RCCIIT! This workshop is designed to introduce participants to Artificial Intelligence and Machine Learning concepts through hands-on projects. Below, you'll find all the necessary resources and instructions to get started.

📂 Repository Overview

This repository contains the following:

• Python scripts and notebooks used during the workshop.
• Instructions for setting up and running the app locally.
• Links to datasets and Kaggle notebooks.

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📥 Dataset

The dataset used during the workshop can be downloaded from the following link: Dataset Link

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📊 Kaggle Notebook

Explore the AIML workshop notebook hosted on Kaggle: Kaggle Notebook Link

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🛠 Setup Instructions

Follow these steps to set up and run the Python application (app.py) locally:

Prerequisites

1. Python: Ensure Python 3.8+ is installed on your system. Download Python
2. Dependencies: Install the required Python libraries.

Installation

1. Clone the repository:

   git clone https://github.com/UnstopIgnitersRCCIIT/aiml-workshop.git
   cd aiml-workshop

2. Install dependencies:

   pip install -r requirements.txt

Running the App

Run the Python application (app.py) with the following command:

streamlit run app.py

The app will be hosted locally at http://127.0.0.1:5000.

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🎓 Workshop Content

1. Introduction to AIML:

   • Basics of AI and ML
   • Applications and use cases

2. Hands-on Sessions:

   • Dataset preprocessing
   • Model building and evaluation
   • Real-world examples

3. Project Demo:

   • A working Python-based ML application

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👩‍💻 Contributors

• Unstop Igniters AIML Team, RCCIIT

For any issues or queries, please open an issue in this repository or contact us directly at unstopignitersclubrcciit@gmail.com.

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📜 License

This project is licensed under the MIT License. See the LICENSE file for details.