best machine learning course online

There are several excellent online courses for machine learning, and the "best" one depends on your background, learning preferences, and specific goals. Here are some highly recommended options:

  1. Coursera - Machine Learning by Andrew Ng:
    • Instructor: Andrew Ng
    • This course is a classic and widely praised for its clear explanations and foundational content. Andrew Ng is a prominent figure in the field, and this course covers key machine learning concepts.
  2. edX - Introduction to Artificial Intelligence (AI) by Microsoft:
    • Instructor: Microsoft
    • This course provides a broad introduction to AI and machine learning and is suitable for beginners. It covers key concepts and practical applications.
  3. - Practical Deep Learning for Coders:
    • Instructors: Jeremy Howard and Sylvain Gugger
    • is known for its practical approach to teaching deep learning. This course is hands-on and focuses on building models quickly.
  4. Stanford University - CS229: Machine Learning:
    • Instructor: Andrew Ng (previously taught by others)
    • This is the online version of Stanford's machine learning course. It's more advanced than Ng's Coursera course and covers a wide range of topics in depth.
  5. Deep Learning Specialization on Coursera by Andrew Ng:
    • Instructor: Andrew Ng
    • If you're specifically interested in deep learning, this specialization covers deep learning topics in detail and is taught by one of the most influential figures in the field.
  6. Udacity - Machine Learning Engineer Nanodegree:
    • Instructors: Various industry professionals
    • Udacity's nanodegree programs are more comprehensive and project-oriented. This one covers machine learning concepts and tools and includes hands-on projects.
  7. Kaggle Courses:
    • Kaggle offers a variety of free courses on machine learning and data science. They are practical and often involve working with real-world datasets.
  8. MIT OpenCourseWare - Introduction to Deep Learning:
    • Instructors: Various MIT professors
    • This course provides a more academic and theoretical perspective on deep learning. It's part of MIT's OpenCourseWare initiative, so the materials are freely available.