Regression, Decision Trees and Random Forests Supervised Learning Concepts Linear Regression Logistic Regression Decision Trees and Random Forests Naive Bayes k-Nearest Neighbors (k-NN) Support Vector Machines (SVM) Gradient Boosting and AdaBoost What is Supervised Learning? Supervised learning is a type of machine learning where the algorithm is trained on labelled data to predict future outcomes accurately .
."Discover how machine learning algorithms can be used to predict customer behaviour and improve business outcomes. Learn how to leverage the power of data to drive success." Machine learning is a subfield of artificial intelligence that focuses on the development of algorithms and models. Machine learning has numerous applications in various fields such as computer vision, natural language processing, speech recognition, robotics, finance, healthcare, and more