Dealing with categorical data is an essential part of data preprocessing in many machine learning tasks. Fortunately, encoding categorical data efficiently helps enhance the performance of machine ...

Master data science in 2025. Complete guide to machine learning, big data analytics, Python programming, statistical modeling ...

A Python-based project for visualizing and analyzing medical examination data. This tool helps uncover patterns and correlations between cardiac conditions, body measurements, blood markers, and ...

Source: Kaggle Titanic Dataset File Used: Titanic-Dataset.csv ##Tools Used## Python Pandas NumPy Matplotlib Seaborn Scikit-learn (sklearn) Jupyter Notebook ##Steps done## Import the dataset and ...