This repository includes links to all of my individual data science and machine learning tasks. Each project is built to practice core skills like data preprocessing, model building, and analysis.
1️⃣ Titanic Survival Prediction Predicts whether a passenger survived based on age, class, and other features using Logistic Regression. View Project
2️⃣ Customer Segmentation Groups customers into segments using K-Means clustering based on spending patterns. View Project
3️⃣ Stock Price Prediction Predicts future stock prices using LSTM model on historical time series data. View Project
4️⃣ Movie Rating Prediction Predicts user movie ratings based on reviews and features using machine learning models. View Project
Data Cleaning & Preprocessing
Machine Learning Algorithms
Clustering & Classification
Deep Learning (LSTM)
NLP (Text Processing, TF-IDF)
Data Visualization
Python, Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, TensorFlow, Streamlit