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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
31,002 ratings

About the Course

In the first course of the Machine Learning Specialization, you will: • Build machine learning models in Python using popular machine learning libraries NumPy and scikit-learn. • 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’s 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’re 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

AA

Apr 29, 2023

Optional Lab lot more time than mentioned without prior experience of python and libraries used. Its estimated time should be change, it's a lot more than 1 hour. Video and exercises are very good.

MA

Sep 17, 2024

I learned a lot from this specialized course. It was one of the best courses that I've ever done. The instructor i.e. Andrew Ng taught every concepts so well. I'll highly recommend others to do this.

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2901 - 2925 of 5,873 Reviews for Supervised Machine Learning: Regression and Classification

By John D

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Aug 20, 2025

The class was taught well in a patient and thoughtful way.

By Utkarsh P

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Dec 11, 2024

Awesome course ! I loved the way how Sir Andrew taught us.

By Camila G

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Oct 27, 2024

Excelent course, I would maybe do quizes more complicated.

By Zaka S

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Sep 24, 2024

Very explanatory course, both in programming and math side

By Yasin B K

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Aug 11, 2024

Teaches us what we need to learn, neither more nor less :)

By Shambhu N 3

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Jun 11, 2024

this world's best course of action , I learn so much thing

By Nastaran p

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May 24, 2024

This course was perfect. The instructor teaches perfectly.

By Barry G

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Dec 8, 2023

Really well organised course. Superb learning opportunity.

By Montasir M

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Dec 6, 2023

Learned a lot of things from this well structured course.

By David H

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Nov 4, 2023

Excellent course. It helps me understand Machine Learning.

By Sivasuthan S

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Sep 24, 2023

I have got elaborated explanation and deeper understanding

By Rindia H

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Sep 18, 2023

Thank you for my teacher. This materi very importan for me

By Devashish L

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Sep 17, 2023

great experience , want's learne more in machine learning

By Deleted A

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Aug 26, 2023

Andrew is an excellent person! Enjoyed the course so much.

By Paolo M

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Aug 1, 2023

The whole course is very well structured, clear and fluid.

By Ali A

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Jul 9, 2023

Really great course for learning fundamentals of ML and AI

By Matheus W T

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May 13, 2023

Best course for machine learning fundamentals I found yet.

By Livanur E

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Apr 2, 2023

It was a very enjoyable and informative lesson, thank you!

By Teuku R N

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Nov 27, 2022

Very helpful to improve my basic supervised learning skill

By Raj P

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Nov 14, 2022

Its a fantastic course . I recommend this course everyone.

By Francisco N

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Jul 23, 2022

Good balance of techical theory and practical programming.

By Sheng-Wang C

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Jun 26, 2022

Refresh myself about machine learning from Ng's lectures.

By Kamol S

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Nov 9, 2025

I feel that this course is very beneficial for beginners.

By Priyanshu R

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Sep 25, 2025

It boosts my confidence, and also make me interview ready

By Hunter X

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Apr 5, 2025

You don't need to worry about that, Andrew will help you.