Machine Learning Basics: Descision Tree From Scratch (Part I)

Trees have long been a subject of interest and a topic of discussion -- and it's no wonder; they represent life, growth, peace, and nature. Trees provide us with many benefits necessary for survival, including clean air, filtered water, shade, and food. They also give us hope and insight, and courage to persevere -- even in the harshest conditions. Trees teach us to stay rooted while soaring to great heights. As we know the tree has been useful to us in many different forms, but in the recent times, its structure has given us inspiration for an algorithm to solve problems and make a machine learn things we want them to learn.