Description: In this tutorial, we demonstrate t he basic pri nciple of the two machine learning algorithms for classifications : t he P erceptro n and Adaline . We achieved this by implementing these algorithms step by step in Python and provides the code snippets used to train th em The code snippets will boost ou r understanding of the basic linear classifica tion algorithms and their effective implementation in Python. This tu t o rial a ims to l ay the foundation for understanding advanc ed machine learning algorithms for classification such as support vector machine , logistic regress ion , and o ther regression models.