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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
32,078 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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1276 - Supervised Machine Learning: Regression and Classification 的 1300 个评论(共 6,053 个)

创建者 Darlis B T

Dec 29, 2022

THE course! I really enjoyed it! learning everyday with clear and straight to the point content guided by an inspiring teacher: Thank you Andrew Ng! :-D

创建者 SANJANA S 2

Dec 25, 2025

I loved Andrew Ng's Supervised Machine Learning course. It was my first in the field, and I learned a lot while enjoying the practical labs. Thank you.

创建者 Prince K

Oct 24, 2025

Very good course, teaches the basics excellently but it feels too small, can certainly be bigger and include more topics that are discussed thoroughly.

创建者 Alexandre K

Mar 2, 2025

It was very interesting. But in the practice lab 3, they explained that z can be a vector, a concept that isn't developed in this course and seem weird

创建者 Valentin S

Feb 20, 2025

Course is understandable and approachable. Provides enough information in order to successfully transfer knowledge to students in a bite size fashion.

创建者 Chanupa D

Jan 29, 2025

Grate beginner level course for the ml enthusiasts. Mr.Andrew teaching style is very attractive and the examples are really helpful for understanding

创建者 Ali A

Sep 21, 2024

Great course for basic learning I have learned so much from this course and I hope that i will get good internship after completing this specialization

创建者 Swathigavaishnave D

Jul 31, 2024

Really. awesome, fantastic course. Eye opener to all the machine learning enthusiast from the scratch. Thank you for providing such a wonderful course.

创建者 Chaeny E

Jun 16, 2024

Excellent overview of the math behind ML. Some of it is challenging, but it's presented very well and gets you caught up on math skills pretty quickly.

创建者 Harsh S

Feb 24, 2024

This was an great experience and i have been learnt a lot of things and their pratical application form the course. Thanks for giving this opportunity,

创建者 Elvis T T

Jan 10, 2024

I have learned in depts into mathematical concepts and how those concepts are implemented in machine learning from scratch. This course is very helpful

创建者 Pieter-Ruan C

Dec 13, 2023

Excellent introduction to machine learning, Andrew Ng's teaching style takes seemingly complex topics and explains it using simple logic and analogies.

创建者 Daksh S

Jun 14, 2023

extremely beginner friendly course , very proficient in terms of teaching deep rooted concepts of machine learning using mathematics .Loved this course

创建者 Tarang T

Jun 4, 2023

i love all the courses . they are quite easy , interesting and helpful as well. there is less work load and studying them is way to exciting. thanksss.

创建者 Elham H

May 31, 2023

I'm thrilled to share that I've completed the Supervised Machine Learning: Regression and Classification course by Andrew Ng and earned my certificate!

创建者 Darren N

Mar 13, 2023

Great course and Andrew Ng explains things very well in a very fun and engaging way. I'm looking forward to the next two coursed in the specialization.

创建者 Stéphane K

Mar 2, 2023

J'ai vraiment aimer le cours car il était très bien expliquer et les exercices aussi. Je vais continuer de m'entraîner de mon côté pour mieux maitriser

创建者 Hongbo W

Nov 20, 2022

The course is well structured, and the Professor has solid teaching skills. I highly recommend this course to those who want to learn machine learning!

创建者 Yousef G

Aug 20, 2022

If you are a beginner in machine learning and want to get an intuition of the ML both in concept and in coding you have to try this. Well Done, Andrew!

创建者 Rahul P

Jun 23, 2022

Very good explanition of concepts of machine learning.Most impresive is optional labs with intractive viz of concepts .Thanks for such great course!!!

创建者 JUAN C M

Feb 26, 2026

Excelente curso!!! Excelente estructura, excelente material de aprendizaje, excelente contenido, excelente profesor, excelente equipo. Muchas gracias!

创建者 Arun J

Sep 1, 2025

Very very useful. This would be great start to learn the basics first. This course is really good to understand the basic concept of machine learning.

创建者 Sam V

Mar 8, 2025

I have some background in Math, and first two weeks seemed to be easy. The third week was insanely hard for me. Anyway, I am thankful for this course.

创建者 S. H A

Feb 5, 2025

Excellent course. It has helped me gain insights into the ML and also developed motivation to work further and contribute to the scientific community.

创建者 Samir P

Oct 6, 2024

overall class was well organized and it was easy to learn through each step to know about the concept and implement them in practise using python code