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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
30,255 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

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!!

AD

Nov 24, 2022

Amazingly delivered course! Very impressed. The concepts are communicated very clearly and concisely, making the course content very accessible to those without a maths or computer science background.

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2376 - 2400 of 5,728 Reviews for Supervised Machine Learning: Regression and Classification

By Anirudh L R

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Aug 6, 2023

Great course content-wise. Well structured and industry appropriate syllabus.

By Pratyush K

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Mar 19, 2023

The course really awesome. The explanations are clear and easy to understand.

By Mark T

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Feb 7, 2023

Great course content with thorough and engaging explanations of the concepts.

By Rorie B

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Oct 11, 2022

A bit more math would be helpful, but overall this course has been excellent

By anup

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Aug 11, 2022

Awesome learning experience, including refreshers through the practice labs!

By Dhanemkula S N N K V K

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Jul 14, 2022

Good mathematical explanation how maths behind the algorithem is just awesome

By Deleted A

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Jul 1, 2022

Everything is explained very clearly. Thanks to Professor Andrew and 糖心vlog官网观看

By Rashad A

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Sep 16, 2025

Detailed and worth the time. This 1st course lays is solid foundation in ML.

By Prince J

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Jul 27, 2025

it's very good course and specially the way sir Andrew Ng teaches fantastic.

By Roberto C

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Jul 7, 2025

鈥淕reat course 鈥� I really enjoyed the structure and the practical exercises.鈥�

By Aaditya K

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May 3, 2025

one of the best courses available for machine learning in the whole internet

By OSCAR G P O

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Apr 10, 2025

The methodology and content was excellent. thank you for your your vocation.

By Aditya R

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Apr 5, 2025

A very good course which help me in learning the supervised Machine learning

By keiko f

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Feb 6, 2025

I highly recommend it. Professor Andrew is very clear with his explanations.

By Soham P

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Jan 7, 2025

really loved the course and the style of teaching and explaining every topic

By Dissanayaka M N S

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Oct 18, 2024

This is the greatest course I have ever had, I really thankful to Mr. Andrew

By St. M A

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Sep 26, 2024

Amazing industry-standard lectures. I'm glad the assignments are guided too.

By Shreyansh G

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Aug 20, 2024

Thank you Andrew sir and rest team member for this excellent course. Love it

By Loveneet N

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Feb 19, 2024

very well articulated and course design and assignments, labs are insightful

By Swadesh V

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Nov 5, 2023

The best machine learning course for beginners and Andrew Ng.... just wow!!!

By Shivraj B

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Sep 11, 2023

thanks thakns a lot coursera for giving this course to me i am glad for this

By Ann T S D

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Aug 21, 2023

I've learned a lot through this course. Great instructor !Great curriculum!!

By Natalie L

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Aug 1, 2023

Good introduction to some basic concepts, love the practical experience too.

By ABDULKHALEQ A A

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Jul 8, 2023

The Best friendly entry course to Machine Learning field, highly recommended

By Vignesh S

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Jun 26, 2023

The best course for getting started on your journey in ML and AI for sure !!