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Back to Supervised Machine Learning: Regression and Classification

Learner Reviews & Feedback for Supervised Machine Learning: Regression and Classification by DeepLearning.AI

4.9
stars
28,030 ratings

About the Course

In the first course of the Machine Learning Specialization, you will: 鈥� Build machine learning models in Python using popular machine learning libraries NumPy and scikit-learn. 鈥� Build and train supervised machine learning models for prediction and binary classification tasks, including linear regression and logistic regression The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. In this beginner-friendly program, you will learn the fundamentals of machine learning and how to use these techniques to build real-world AI applications. This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field. This 3-course Specialization is an updated and expanded version of Andrew鈥檚 pioneering Machine Learning course, rated 4.9 out of 5 and taken by over 4.8 million learners since it launched in 2012. It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence and machine learning innovation (evaluating and tuning models, taking a data-centric approach to improving performance, and more.) By the end of this Specialization, you will have mastered key concepts and gained the practical know-how to quickly and powerfully apply machine learning to challenging real-world problems. If you鈥檙e looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start....

Top reviews

FA

May 25, 2023

The course was extremely beginner friendly and easy to follow, loved the curriculum, learned a lot about various ML algorithms like linear, and logistic regression, and was a great overall experience.

ED

Apr 14, 2025

Loved Andrew Ng's videos and the hands on Jupyter notebook labs! My understanding of ML has significantly improved thanks to this course and going on to the next course to complete ML specialization!!

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2651 - 2675 of 5,358 Reviews for Supervised Machine Learning: Regression and Classification

By Pavlo T

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Dec 29, 2022

Very cool course for beginners! Great lectures and examples.

By Phan P

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Oct 3, 2022

Good courses for beginner learn supervised machine learning

By MOHIT M

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Sep 17, 2022

/learn/machine-learning/home/week/1?

By Michal S

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Sep 13, 2022

Nicely put and perfectly visualised examples, great course!

By Jolan T

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Aug 8, 2022

Excellent course! I really enjoyed the laboratory exercises.

By Devashish C

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Jul 24, 2022

Hands down the best Introductory Course on Machine Learning

By Torben A

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Jul 23, 2022

Very interesting. Good mix of theory and practical examples!

By Luis F M

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Jul 14, 2022

Excellent for learning the fundamentals of machine learning.

By Rachel C

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Mar 23, 2025

methodical, super clear and with excellent labs and quizzes

By Aqila

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Jan 22, 2025

The best course for Learning Machine Learning Fundamentals.

By William A

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Sep 18, 2024

Great introduction to the key concepts of machine learning.

By Rafeek A

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Jun 26, 2024

A very good introduction to this fascinating specialization

By 鑻廕ack

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Jun 7, 2024

A really well structured course with in-depth explanination

By Omansh S

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Dec 3, 2023

Easy to follow, crisp, informative Labs and lovely delivery

By Le M T

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Sep 29, 2023

The mentor can explain the complicated thing in simple way.

By AS

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Sep 22, 2023

Excellent explanation with visual aids which really helped.

By Anastasiia V

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Aug 28, 2023

Very good explanation, everything is clear and interesting!

By Engr T A

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Jul 18, 2023

excellent way of explanation and arrangement course content

By Yusuf Y

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Jul 15, 2023

I think it is the one of the best courses I have ever taken

By Hapurugala G R A

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Jul 15, 2023

Very informative and interesting course in machine learning

By Abdullah K

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Jul 2, 2023

Excellent course for beginners and advanced learners alike!

By Diego B

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Jun 29, 2023

It was an extremely well-designed and comprehensive course!

By Rohith P

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Jun 19, 2023

Very good start in Machine Learning ....Thank you Andrew Ng

By yasiru n

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Mar 16, 2023

This course is very help full to begin to machine learning.