15 free machine learning courses for beginners

formations gratuites en machine learning - Free machine learning courses

15 free machine learning courses for beginners

Want to learn machine learning for free and take your first steps into the world of data science and artificial intelligence? Here’s a selection of 15 free machine learning courses to help you understand the fundamentals of this essential field.

1. Introduction to Machine Learning – FUN MOOC

A course offered by the University of Montpellier to explore the core principles of machine learning and its real-world applications.

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2. Fundamentals of Machine Learning – OpenClassrooms

A clear course to understand the theoretical foundations of machine learning and how to apply them in simple projects.

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3. Learn Machine Learning – Coursera (with French subtitles)

This highly popular course from Stanford University (taught by Andrew Ng) offers a comprehensive and practical approach to machine learning.

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4. Python for Data Science and Machine Learning – Udemy

Learn how to use Python and its libraries (Pandas, NumPy, Scikit-learn) for machine learning.

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5. Classification and Regression – OpenClassrooms

A practical course to understand two major types of problems in machine learning: classification and regression.

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6. Machine Learning and Artificial Intelligence for Beginners – Udemy

An introductory course combining machine learning, AI, and simple projects — designed for beginners with no technical prerequisites.

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7. The Basics of Machine Learning – Coursera

An interactive course covering basic algorithms with clear and accessible visual demonstrations.

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8. Machine Learning with Scikit-learn – YouTube (Machine Learning France)

Video tutorials to learn how to use Scikit-learn, one of the most widely used Python libraries for machine learning.

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9. Deep Learning and Machine Learning – FUN MOOC

A course that explores neural networks and their connection to traditional machine learning.

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10. Big Data and Machine Learning – FUN MOOC

Explore the intersections between big data and machine learning.

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11. Introduction to Machine Learning with Python – Udemy

Ideal for beginners who want to learn how to code simple models in Python.

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12. Practical Machine Learning for Beginners – edX

A course designed for those who want to apply machine learning concepts in a hands-on way right from the start.

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13. Machine Learning for Finance – Udemy

A finance-focused specialization to learn how to predict time series and assess risks using machine learning.

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14. Machine Learning in 1 Hour – YouTube

An educational video that presents the fundamentals of machine learning in just one hour.

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15. Learn Machine Learning with Python – Udemy

A project-based approach to mastering Python tools and solving real-world problems.

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