Machine learning is a subset of artificial intelligence (AI) that focuses on the development of computer programs that can learn from and make predictions or decisions based on data. Here are some key points about machine learning:

  • Types of Machine Learning

    • Supervised Learning: The algorithm learns from a labeled dataset.
    • Unsupervised Learning: The algorithm learns from an unlabeled dataset.
    • Reinforcement Learning: The algorithm learns to make decisions by performing actions and receiving rewards or penalties.

  • Applications of Machine Learning

    • Image Recognition
    • Natural Language Processing
    • Predictive Analytics
    • Autonomous Vehicles

  • Popular Machine Learning Algorithms

    • Linear Regression
    • Decision Trees
    • Support Vector Machines
    • Neural Networks

Machine Learning Diagram

For more information on machine learning, you can visit our Machine Learning Resources.