Introduction to Machine Learning

Machine Learning is transforming industries across the globe. This introductory guide will help you understand the basics of machine learning and its applications.

What is Machine Learning?

Machine Learning is a subset of artificial intelligence that gives systems the ability to learn and improve from experience without being explicitly programmed.

Types of Machine Learning

• Supervised Learning: The algorithm learns from labeled training data.
• Unsupervised Learning: The algorithm finds patterns in unlabeled data.
• Reinforcement Learning: The algorithm learns by interacting with an environment.

Common Machine Learning Algorithms

• Linear Regression
• Logistic Regression
• Decision Trees
• Random Forest
• Support Vector Machines
• Neural Networks