This repository provides standalone Jupyter notebooks designed for beginners learning data science and machine learning. Projects cover data cleaning, exploratory data analysis, classical ML algorithms like classification and regression, deep learning approaches including CNNs and NLP models, and computer vision tasks. Each notebook includes working code and explanations using real-world datasets.