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学生对 DeepLearning.AI 提供的 Advanced Learning Algorithms 的评价和反馈

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8,311 个评分

课程概述

In the second course of the Machine Learning Specialization, you will: • Build and train a neural network with TensorFlow to perform multi-class classification • Apply best practices for machine learning development so that your models generalize to data and tasks in the real world • Build and use decision trees and tree ensemble methods, including random forests and boosted trees 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 theoretical 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

DG

Apr 14, 2023

Extremely educational with great examples. Helpful to know Python beforehand or the syntax will become a time sync, and understanding the mathematics as going through the class makes it a decent pace.

MA

Jun 21, 2025

The course is well crafted and enriched with deep learning and ensemble tree knowledge. Practice labs add strength to the development of skills. Overall good learning experience under sir Andrew NG.

筛选依据：

526 - Advanced Learning Algorithms 的 550 个评论（共 1,243 个）

创建者 MOHAMMED A Y B

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Aug 13, 2025

Perfect Course with Professional Instructor, Thank you Anderw Ng

创建者 Yang Y

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Sep 19, 2024

Intuitive, practical, at the right level of depth for beginners.

创建者 Manal C

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Jul 20, 2024

Great material and amazing learning experience with PR Andrew Ng

创建者 Kondwani M

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Sep 30, 2023

Excellent material and delivery by Andrew! Very grateful, thanks

创建者 Hossam A A

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Jul 9, 2023

great course focused not only on the science abut also practical

创建者 Selorm K D

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May 10, 2023

Just superb. It has given me superb machine learning foundation.

创建者 Ali K

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Oct 27, 2022

A very good course on ML with many good examples. Thanks a lot!

创建者 Rabii Z

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Oct 2, 2022

best course for anderstanding neurol netwroks and decision tree

创建者 Edison T

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Mar 5, 2025

A bit harder than course 1, but Andrew explains everything well

创建者 Mirza A R

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Jul 26, 2024

Excellent course done but couldn't get certificate as i need it

创建者 Leo R

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Jun 14, 2024

Excelente Curso acerca de algoritmos de aprendizaje Supervisado

创建者 Decent S

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Feb 19, 2024

could have been better as I was hoping to encounter svm as well

创建者 zain m

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Aug 25, 2023

Excellent course. Way of explaining of Mr. Andrew is excellent.

创建者 muhammad a a

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Dec 26, 2022

exceptional course but i missed back propagation in this course

创建者 Kamal Z

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Dec 17, 2022

andrew is the best. i wish he taught data analysis courses too.

创建者 Kane G

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Dec 13, 2022

Exceptional content. The labs helped to reinforce the concepts.

创建者 Shreyaswini P

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Sep 11, 2025

The course is great, really helped me understand the concepts!

创建者 Muhammad M S S

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Dec 4, 2024

This course is awesome to learn the basics of machine learning

创建者 Anjali C

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Mar 9, 2024

The trainer narrated the difficult concepts in super easy way.

创建者 Md. R

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Jul 28, 2023

awesome , this is one of the best course for machine learning.

创建者 Andreas D

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Oct 29, 2022

Andrew is the best ML teacher I have stumbled upon as of yet!

创建者 JUNNA R K

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Aug 7, 2024

great learning experience with quiz and practical programming

创建者 seyed m h

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Jun 12, 2023

I have learned a lot from this course! thanks from Andrew NG

创建者 hadi n

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Dec 15, 2022

That was a great course. Thank you Andrew, Thank you Coursera

创建者 Sharan P

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Nov 20, 2022

Andrew Ng is just great. I like his courses. Very informative