Weka is a data mining tool kit that offers several tools for data cleaning, changing attribute types, and developing machine learning algorithms. Weka works best with nominal data variables and provides better visualization and summary statistics. Weka is highly flexible and easy to implement, making it useful for learning institutions and organizations. This article covers data preparation, missing values, and classification in Weka.