Artificial intelligence, specifically machine learning, is becoming increasingly important in various aspects of our lives. Machine learning allows computers to learn on their own using different algorithms, making them act like humans. This research paper discusses the basics of machine learning, including supervised, unsupervised, and reinforcement learning techniques. It also touches on Convolutional Neural Networks (CNN) and various programming languages and APIs used in machine learning applications.