Top 05 Free Machine Learning Courses for Beginners

Machine learning is a rapidly growing field in technology that allows computers to learn and improve from data without being explicitly programmed. If you are interested in learning the basics of machine learning, here are the top 05 free courses that you can take online:

1. Machine Learning by Stanford University on Coursera

   This course, taught by Andrew Ng, is one of the most popular machine learning courses online. It covers supervised learning, unsupervised learning, and deep learning. You’ll also get hands-on experience with programming assignments in Octave/MATLAB.

2. Introduction to Machine Learning by MIT OpenCourseWare

   This course covers the basic techniques in machine learning, including classification, clustering, regression, and dimensionality reduction. You’ll also learn about basic data structures, outline of traditional machine learning algorithms, and basics of computational learning theory.

3. Machine Learning Crash Course by Google

   This course is designed for beginners and covers the fundamentals of machine learning. You’ll learn about supervised and unsupervised learning, neural networks, feature engineering, and more. The course includes instructional videos and hands-on exercises.

4. Python for Data Science and Machine Learning by Udemy

   This course is perfect for beginners looking to learn Python for machine learning. You’ll learn about data visualization, data manipulation, and machine learning algorithms in Python. The course also includes real-world projects to help you apply your knowledge.

5. Machine Learning Foundations: A Case Study Approach by Coursera

   This course is part of the Data Science Specialization on Coursera and covers the basics of machine learning through practical case studies. You’ll learn about clustering, classification, regression, text analysis, and deep learning. The course also includes real-world applications and case studies.

These free machine learning courses are perfect for beginners who want to kickstart their journey in this exciting field. Whether you’re looking to learn the basics or delve deeper into advanced concepts, these courses have something for everyone. Happy learning!