Emoji Prediction Using Machine Learning

This project uses a simple machine learning model to predict emojis based on short text inputs. It's a fun and creative way to apply natural language processing (NLP) and classification techniques.

• 🔤 Input: Short text sentences (e.g., "I love coding")

• 🎯 Output: Predicted emoji (e.g., ❤️)

• 📦 Dataset: Custom train_emoji.csv and test_emoji.csv

• 🔧 Techniques: Text preprocessing, Word Embeddings (GloVe), Softmax Classifier

• 📈 Accuracy: ~75%+ on test data

• Python

• Pandas, NumPy

• GloVe Word Embeddings

• Scikit-learn

• Jupyter Notebook