Definition and  Types     of  Machine Learning  Conepts Machine Learning : What is Machine Learning? Types of Machine Learning (Supervised, Unsupervised, Reinforcement) Regression (Linear, Logistic) Decision Trees and Random Forests Neural Networks (Perceptron, MLP, CNN, RNN) What is Machine Learning Machine learning is a subfield of artificial intelligence that involves building systems that can learn from data and make predictions or decisions based on that data. In other words, instead of explicitly programming a system to perform a task, we give it data and let it learn how to perform the task on its own. Types of Machine Learning : Three categories can be used to categorize machine learning:      Supervised Learning   In supervised learning, the system is given labeled training data and learns to make predictions or decisions based on that data.      Unsupervised Learning   In unsupervi...