Beginner-ML-Projects

1. Handwritten Digit Recognition 📝

• Description: A model trained to recognize handwritten digits (0-9) with high accuracy.
• Technologies Used: Python, Pytorch, Torchvision, Matplotlib
• Code Link: Handwritten Digit Recognition Code

2. Spam Email Classifier 📩

• Description: A text classification model that identifies spam emails.
• Technologies Used: Python, Pandas, Scikit-learn, NumPy, NLTK
• Code Link: Spam Email Classifier Code

3. Movie Recommendation System 🎬

• Description: A recommendation system that suggests movies based on user preferences.
• Technologies Used: Python, Pandas, NumPy, Faiss, Requests
• Code Link: Movie Recommendation System Code

4. Image Classifier 📸

• Description: A image classification model that classifies different images of puppies and frogs.
• Technologies Used: Python, TensorFlow, Keras, OpenCV, NumPy, Matplotlib
• Code Link: Image Classifier Code

5. Rock-Paper-Scissors Game Predictor ✂️

• Description: A model that recognizes a random pattern of Rock-Paper-Scissors and predicts the next move.
• Technologies Used: Python, Tensorflow, Keras, Scikit-learn
• Code Link: Rock-Paper-Scissors Game Predictor Code