🎓 Career Guidance Chatbot

A machine learning-based Career Guidance Chatbot that helps users discover potential career paths based on their interests and questions. Built using Python, Scikit-learn, Streamlit, and trained with an SVM model on a custom career dataset.

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🚀 Features

• Clean and preprocess user queries
• Vectorize input using TF-IDF
• Classify into career roles using Support Vector Machine (SVM)
• Interactive web interface with Streamlit
• Display top career match and suggestions
• Realtime feedback for unmatched queries

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🛠️ Installation Guide (Using Anaconda)

✅ Step 1: Download Anaconda (if not already installed)

🔗 Download Anaconda

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✅ Step 2: Create a virtual environment

conda create -n careerbot python=3.9 conda activate careerbot

✅ Step 3: Clone the repository

git clone https://github.com/shoaib1-coder/Career_guidance_project.git cd Career_guidance_project

✅ Step 4: Install dependencies

pip install -r requirements.txt OR, manually install:

pip install streamlit pandas scikit-learn joblib ▶️ Run the App

streamlit run app.py

📁 Project Structure

Career_guidance_project/ │ ├── app.py # Streamlit app ├── train_model.py # Train the model ├── career_guidance_dataset.csv ├── updated_with_all.csv ├── intent_model.pkl # Trained SVM model ├── vectorizer.pkl # TF-IDF vectorizer ├── README.md └── requirements.txt

📬 Contact

👨‍💻 SHoaib Sattar

🔗 www.linkedin.com/in/shoaib-0b64a2204

📧 shoaibmachinelearning@gmail.com

🧠 https://github.com/shoaib1-coder

📜 License This project is open-source for educational purposes