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学生对 DeepLearning.AI 提供的 Supervised Machine Learning: Regression and Classification 的评价和反馈

4.9
32,311 个评分

课程概述

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....

热门审阅

MA

Jan 27, 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 29, 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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1526 - Supervised Machine Learning: Regression and Classification 的 1550 个评论(共 6,083 个)

创建者 Fabian G

Mar 19, 2023

Well structured, simply explained, easy to understand, with the right amount of challenge. Beautiful course for learning this topic!

创建者 Vishva M

Dec 23, 2022

One of the best courses I have ever taken and Andrew is the best teacher in the world. He will make everything easier to understand.

创建者 Dnyaneshwar G

Nov 29, 2022

Course is designed very effectively to get concept behind each algorithm and help in hands on coding of algorithm.

Thank you so much!

创建者 Ahsan A

Nov 19, 2022

If you want to know what is machine learning in actual you must take this course. This course teaches machine learning from scratch.

创建者 yraion0

Sep 23, 2022

That's amazing and the first course that i really understand fully the concepts and maths behind the technics of Machine Learning.

创建者 Neisson D

Dec 30, 2025

Me agradó que casi todo en contenido incluso el audiovisual estuviera traducido a mi idioma, me facilitó mucho comprender el curso.

创建者 Dharmaprakash

Jun 20, 2025

The Practice Labs kept me engaged throughout the course helping me on understanding the roots and working of mathematics in python.

创建者 Taimur J

Apr 21, 2025

That was outstanding. I mean the understanding level of the tutor was out of this world, really enjoyed while studying this course.

创建者 Dhruv G

Jul 13, 2024

great course! built a solid understanding and foundation for machine learning after completing this course. Great work prof Andrew!

创建者 Indhu s G

Aug 27, 2023

Very clear way of explaining and making us understand the topic and provided assignments makes us feel confident on its application

创建者 Yuzhen F

Apr 6, 2023

Very nice and very basic. I think almost a high school student can understand. I think it is what an introductory course should be.

创建者 Reni T S

Apr 1, 2023

Its so easy to understand for me!! The graph and other explanations is so clear. I'm happy that I have chance to learn this course.

创建者 Murat A

Oct 8, 2022

Great Course. You can understand complex machine learning concepts one by one in a simple way here. Andrew Ng is a great educator.

创建者 Ricardo F d B

Jul 9, 2022

Muy buen curso, bien explicado por el Prof. Ng. La parte de los ejemplos es muy importante y fortalecen los conocimientos teóricos.

创建者 Antonio T

Sep 3, 2025

You can't go wrong with Andrew Ng. He's always very clear and able to explain even the most complex concepts simply. Great course!

创建者 Siraj A

Feb 6, 2025

learnt so much in an easy way. i recommend this course for those who want a deep study of linearRegression and LogisticRegression.

创建者 Arjun K

Dec 29, 2024

Hands down best explanations for ML concepts I've ever studied. The course was clear, concise and had concrete material to study.

创建者 Mustansir M

Oct 20, 2024

Learning Made Simple and Easy, with almost all necessary stuff covered including the mathematical constructs and calculus concepts

创建者 Hamza B N

Jul 20, 2024

It was amazing course. Andrew NG made these complex topics so easy and exciting that it went pretty fast without even knowing it.

创建者 Rudra G

Jul 4, 2024

This is an excellent course. It thoroughly explains key machine learning concepts and I would definitely suggest it for beginners.

创建者 Vĩnh N T B

Aug 27, 2023

i think ths course so excellent, so now i have a greatskill with supervised machine learning to apply to job i want. So thank you

创建者 任道駒

May 9, 2023

This course impressed me a lot. Andrew gave this course very clearly and was easy to understand. It brought me to the world of AI.

创建者 Jack Y

Apr 4, 2023

great course, great teacher, especially all the labs and viz made the machine learning concepts more intuitive and easier to learn

创建者 Gayan D J W

Aug 19, 2022

New videos, usual great teaching style of Andrew and new visual models with labs make this course a wonderful learning experience.

创建者 Tony G

Nov 7, 2025

Curso muy interesante, teórico y práctico. Te anima, de forma dinámica, a seguir aprendiendo sobre el maravilloso mundo de la IA.