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

4.9
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8,476 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

MP

Nov 4, 2025

One of the best course for Learning Neural Network Fundamentals also dive into the advance algorithm like Decision trees,Random forest or XGB Algorithm. Thanks Andrew Ng for the top-notch course.

AA

Dec 29, 2024

The course provides an excellent introduction to widely used machine learning concepts, including Neural Networks. While the material can be challenging, it is presented in a digestible manner.

筛选依据：

451 - Advanced Learning Algorithms 的 475 个评论（共 1,269 个）

创建者 Ramzi R

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Nov 15, 2022

Great course! I wish there were some optional videos on XGBoost and the math behind it

创建者 VISHVESH B (

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Nov 7, 2022

Very informative and useful course to learn Machine learning from beginner to advance.

创建者 Daniel A

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Aug 9, 2022

Thank you to all course development staff specially to Dr Andrew Ng. Fantastic course.

创建者 Murat B

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Sep 22, 2023

Very understandable and instructive , even for a beginner like me with no background.

创建者 Ben H

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Jun 7, 2023

Fantastic course that teaches the fundamentals of neural networks and decision trees!

创建者 Hiren K

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Jun 4, 2023

2/3 done.. Thanks Andrew for making this transition to ML so smooth and yet powerful.

创建者 Md N

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Jun 8, 2024

One of the best courses to get introduced with advanced machine learning algorithms.

创建者 Tharindu M W

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Jan 25, 2024

The course is well-structured and valuable. The fundamentals are taught effectively.

创建者 David M

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Dec 9, 2023

Well paced course, topics explained clearly, great Notebook programming lab support.

创建者 Florencia I A

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Oct 23, 2023

amazing, but lowkey I hope the content especially the video is more straight-forward

创建者 Erfan R

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Aug 20, 2023

best for beginners.

lovely teaching with Dear Andrew NG.

Thanks lot for financial aid

创建者 Jaeyeol S

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Jul 22, 2023

I felt that the curriculum was well planned in a way that helps students understand.

创建者 Stanislav L

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May 12, 2023

Andrew Ng is telling wonderfully about ML and algorithms. Millions of thanks to him!

创建者 ehsan r

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Jan 10, 2023

I am very glad that I accomplished this course with the best instructor in the world

创建者 Yung-Hui H

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Aug 15, 2022

Intuitive explanations to help understanding, highly recommended introductory course

创建者 Ronnel G

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Jul 16, 2022

Great content and easily understandable explanation.

PS: The jokes are a huge plus XD

创建者 Jeremy O

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Apr 15, 2024

Andrew Ng is a legend. I am going to become an ML engineer because of this course.

创建者 Varadi H R

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Apr 6, 2023

One the best lectures of my student life. Thank you team for such valuable efforts.

创建者 Ali A

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Oct 24, 2022

Faboulas course. many thanks to every person who helped to make this great course!

创建者 Reuben P

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Aug 11, 2022

Good introduction to neural networks, practical machine learning and decision trees

创建者 Kaleta K

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Apr 11, 2024

He's such an awesome teacher. Teachers make ALL the difference. Thank you so much!

创建者 isitha d

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Mar 26, 2024

A great course which explains very clearly. Helped me to learn a lot as a beginner

创建者 Sal T

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Sep 10, 2024

Stright forward, and very useful content. Fantastic for a practical introduction.

创建者 Omid M

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Jul 12, 2023

I'm really excited about living in 2023 and being able to learn machine learning.

创建者 Ahmed M M E

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Jun 6, 2023

An easy-to-follow introduction to a lot of important concepts in machine learning