🧠 Machine Learning Projects

Welcome to my Machine Learning Projects repository! This repo contains Jupyter Notebooks for various ML experiments, models, and research that I’ll be working on.

🗃️ Projects

1. **Twitter Sentiment Analysis Model **

• Description: A basic sentiment analysis model using NLTK, VaderSentiment, and scikit-
  • Dataset: Twitter dataset with labeled sentiment (positive, negative, neutral
  • Model: Logistic Regression

2. Churn Prediction Model

• Description: A churn prediction model using various machine learning algorithms
• Dataset: Telecom customer dataset with churn status (yes/no)
• Model: Random Forest Classifier,xgboost,Decision Tree

📁 Notebook Structure

This repository will cover:

• 🔍 Exploratory Data Analysis (EDA)
• 🧰 Model building and evaluation
• 🔄 Model improvement and tuning
• 📊 Result visualization
• 🤖 deployment

📬 Contact

Feel free to reach out to me via LinkedIn or open an issue if you have questions or suggestions!

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Happy learning! 🚀