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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
27,853 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

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!!

FA

May 25, 2023

The course was extremely beginner friendly and easy to follow, loved the curriculum, learned a lot about various ML algorithms like linear, and logistic regression, and was a great overall experience.

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1201 - 1225 of 5,338 Reviews for Supervised Machine Learning: Regression and Classification

By Aditya M

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Aug 11, 2022

Great course by standford university. I have learned some new Algorithms and this will definately help me to build my carrier in Machine Learning : )

By Peramburi K

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Mar 16, 2025

THE COURSE WAS GREAT !!, It was beginner-friendly and was really easy to catch the concept and apply it if we maintained running notes..Truly amazing

By Aditya N

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Oct 11, 2024

This course is the best course to learn machine learning. This course is enough to understand ML if you are an absolute beginner in machine learning.

By Manish S

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Feb 26, 2024

This is a very basic everyone should learn from this course prof. Andrew explains everything in so intricate manner that a 5 year old can understand.

By Kyle S

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Feb 8, 2024

Would like for some more questions / increased difficulty on the quizzes/labs. But overall very good course for learning introductory concepts to ML.

By Gytis

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Oct 2, 2023

Outstanding course on Supervised ML. The instructor breaks down complex algorithms into digestible bits. A must-take for aspiring data scientists. :)

By Rıfat A

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Jan 8, 2023

while Ng is a greater instructor, course appears to be made to learn with maximum time efficiency, and this makes the course almost perfect. thanks!

By Mariana B

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Dec 12, 2022

Very well-designed course with brilliant lectures. It is highly recommended for effective learning.

Thank you very much for such an excellent course!

By Ivan Z

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Aug 22, 2022

It's a nice course because it does not have any flaws. The difficulty is introductory, but I did learn a lot. It's a good prep for bigger challenges.

By Tarandeep S

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Jul 24, 2022

One of the best course to grasp the foundations and internals of machine learning.I like Andrew NG style of teaching very much.One of the pioneer!!!!

By Md A I

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Jan 5, 2024

I am from a different background like Chemical Engineering but I feel so interested that I would like to more deep dive into ML for my future career

By Sangam J G

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Oct 20, 2023

It will give you a comprehensive knowledge about machine learning and linear regression. It will be the best course to start your AI career journey.

By Arinzechukwu E

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Sep 6, 2023

Absolutely Phenomenal course! , very apt teacher ! Wish we where taught how to implement some of the utils functions used to plot the graphs though

By Swapna C

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Jun 18, 2023

Prof. Andrew Ng explained all the topics very clearly. I gained a lot of knowledge. I am very much thankful to Coursera for providing financial aid.

By Gopal R

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May 14, 2023

Anybody and Everybody who has keen interest in knowing Machine learning basics must try this high quality content created by Andrew NG and his team.

By Anthony B

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Feb 3, 2023

I thought it was an excellent introduction. Well structured with good examples and a clear and systematic build up of context from start to finish.

By Sumedh K

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Sep 3, 2022

Amazing course and really appreciate the efforts put in by Andrew Ng and his team. Thrilled to learn the math behind Linear and Logistic Regression.

By rashid a

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Aug 11, 2022

Andrew as instructor never disappoints. The concepts are explained in structured manner and were made understandable for the students to grasp them.

By Aysan K

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Jul 22, 2022

an other great course by prof Andrew Ng ! It was really fun and good and updated version. Thank you coursera team ! thank you deepleearning.ai team!

By Luca S

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Apr 7, 2025

The course is really well organised and well taught. The example labs are very insightful and follow through from the examples given in the course.

By Warnakulasuriya S D F

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Jan 8, 2025

The best course ever on the internet for machine learning. I am a student from Sri Lanka. Thank you Andrew NG sir for creating this amazing course.

By Muhammad S

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Dec 10, 2024

This skill is specialized in regression and classification machine learning algorithm. It covers from basic to advanced. you can get solid concept.

By Ganesh K

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Sep 23, 2024

Excellent course. Everthing explained in simple manner. Labs are too good. Thanks coursera for providing this course for free through financial aid