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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
30,836 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

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.

DB

May 31, 2024

Great intro to supervised learning (regression & classification). Clear explanation of sigmoid function and decision thresholds. Could benefit from examples & exploring non-linear boundaries.

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2901 - 2925 of 5,846 Reviews for Supervised Machine Learning: Regression and Classification

By Deleted A

鈥�

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

鈥�

Nov 28, 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 24, 2022

Good balance of techical theory and practical programming.

By Sheng-Wang C

鈥�

Jun 27, 2022

Refresh myself about machine learning from Ng's lectures.

By Kamol S

鈥�

Nov 10, 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.

By James.Barnes

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Aug 13, 2024

My first step towards Machine Learning. Thanks to Andrew!

By Deepak S

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Jul 24, 2024

Best course design and easy learning for beginner in ML.

By Paula B

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Jul 9, 2024

Excellent course where you get to learn practical skills.

By Ahmed A

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Jun 17, 2024

Thank you Dr/ Andrew NG A lot of Thanks and Love to you!

By Nubin S

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Feb 9, 2024

Gave me a very good understanding of supervised learning!

By Siddharth M

鈥�

Dec 8, 2023

precise and accurate classes in a efficient time duration

By Simon W

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Dec 2, 2023

Well organised and clear explanation of the base concepts

By Paromita K

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Oct 8, 2023

A very impressive course in the world of Machine Learning

By Adrian R

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Sep 20, 2023

Awesome course for someone getting ready to dive into ML.

By Bal M

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Sep 15, 2023

The best course I have ever taken for Machine Learning!!!

By SAAD Z

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Sep 3, 2023

The best starting course in the field of Machine Learning

By Alfredo A

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Aug 9, 2023

Give core concept very clear without using a lot of math.

By Marek J

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Aug 3, 2023

Great introductory course on supervised machine learning!