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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
31,517 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

MA

Jan 28, 2025

I've really enjoyed learning about Machine Learning in such a guided way. It will continue to inspire me to learn more about AI. Thank you Andrew Ng, DeepLearning.AI, Standford ONLINE, and Coursera.

AA

Apr 30, 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.

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2926 - 2950 of 5,961 Reviews for Supervised Machine Learning: Regression and Classification

By Christofer O

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Jan 19, 2023

Best introduction courses to comprehend machine learning :)

By Tomasz P

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Nov 22, 2022

Great course overall, I couldn't recommend it highly enough

By Manibhushan K (

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Nov 19, 2022

This course have helped me to understand ml in vey easy way

By Parth K

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Aug 31, 2022

It is very good cource for Beginners. Thanks Andrew Ng sir

By EARLE F

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Nov 18, 2025

Course was great info. Juypter labs was good hands on too.

By Mark T

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Sep 13, 2025

The instruction is very sublime. Thank you Andrew and team

By John D

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Aug 21, 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 28, 2024

Excelent course, I would maybe do quizes more complicated.

By Zaka S

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Sep 25, 2024

Very explanatory course, both in programming and math side

By Yasin B K

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Aug 12, 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 7, 2023

Learned a lot of things from this well structured course.

By David H

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Nov 5, 2023

Excellent course. It helps me understand Machine Learning.

By Sivasuthan S

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Sep 25, 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 27, 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 10, 2023

Really great course for learning fundamentals of ML and AI

By Matheus W T

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May 14, 2023

Best course for machine learning fundamentals I found yet.

By Livanur E

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Apr 3, 2023

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

By Teuku R N

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Nov 28, 2022

Very helpful to improve my basic supervised learning skill