NLP Course Recommender System 🚀

This project is a real-time course recommender system that suggests courses based on user input. It uses NLP techniques to compare a Bag of Words (BoW) model against a fine-tuned RoBERTa model for generating recommendations.

🛠️ How to Use

1. Clone the repository:

   git clone [https://github.com/Devanandini04/NLP_Course_Recommender.git](https://github.com/Devanandini04/NLP_Course_Recommender.git)

2. Navigate to the folder:

   cd NLP_Course_Recommender

3. Install the required packages:

   pip install -r requirements.txt

4. Run the application:

   python main.py

⚙️ Project Structure

• main.py: The main script to run the application.
• CourseRecommendationSystem.py: Contains the core logic for the recommender.
• utils.py: Helper functions.
• Data/Coursera.csv: The dataset used for the project.
• models/: Contains the pre-trained models and similarity matrices (.pkl files).
• requirements.txt: A list of all necessary Python packages.