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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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2226 - 2250 of 5,960 Reviews for Supervised Machine Learning: Regression and Classification

By Adit A

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Jun 24, 2023

Covered all the basics and intricacies. Super Fun lectures and conversation at the end!

By Drup A

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May 27, 2023

The best course I have ever taken. Will be continuing further with this specialisation.

By Hoàng P

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May 16, 2023

Fundamental of Machine Learning. This lession is very easy to understand for beginners.

By GYAN R

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Apr 24, 2023

it's one of the best course to learn and it is very convenient with the python language

By Yunwei C

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Jan 16, 2023

Great course! I've learned so much from both the lecture and the coding lab! Thank you!

By Manoj K

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Dec 6, 2022

Excellent course to learned detailed concepts of Supervised Machine Learning. Thank you

By Francis G

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Sep 15, 2022

Great course and great content. Took other courses before and this is by far the best.

By Jose M

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Aug 7, 2022

Great update to the original Machine Learning course. Practice labs were very helpful.

By MoHaMeD Y

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Nov 15, 2025

im so thankful to andrew and for giving me this course for free it will change my live

By Kirill K

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Oct 5, 2025

This is a great course for beginners who wanna connect the life with Machine Learning.

By Lynette G

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Aug 19, 2025

This course was exceptional. The labs are very important even if they do say optional.

By Lucirie

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Mar 28, 2025

I just got my certificate, and this is one of the best introductions to ML out there!!

By Eli M

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Feb 23, 2025

What a time to be alive - such high-quality course content at such a reasonable price.

By Ömer t Ö

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Feb 16, 2025

Pretty neat course. Only weak part is the coding practices were a little insufficient.

By Mario D C

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Jan 1, 2025

Amazing! I learned so much! This course is beginner friendly and Andrew explains well.

By Luis C O R

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Nov 17, 2024

I'm doing a bachelor's degree in bioinformatics, and I found this course very helpful.

By Nutty C

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Oct 5, 2024

Amazing Class really can get into the program feeling like you have learned something~

By Shubham N

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Jul 27, 2024

Excellent methods used to bring a complete novice to speed on the complex ML concepts.

By Hardik L

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Jun 10, 2024

Brilliantly taught each concept with complete clarity , loved to learn from Andrew Sir

By Sneha A K

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May 26, 2024

Classes were brilliant. Especially the practice sessions. Each idea was clear for me.

By Yakov K

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May 19, 2024

Amazing quality and clarity and selection of materials and examples. Truly insightful!

By Philip S

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May 27, 2023

Very very good course . I covers the basics of regression and classification very well

By Valentin B

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Apr 10, 2023

Amazing course and teacher, even the math didn't seem as hard with Andrew teaching it!

By osama m

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Mar 19, 2023

Very understandable, Very Valuable course, Really gained rich knowledge.. Thank you :)

By Vinicius G

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Jan 13, 2023

Exceptional course, the professor didactics are awesome. I really enjoyed the content.