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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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8,320 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

HI

Apr 17, 2024

This showcases key points and advice on building a good model via optimizing model hyperparameters hence making the learner able to debug and tune the model for the particular situation.

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：

351 - Advanced Learning Algorithms 的 375 个评论（共 1,242 个）

创建者 Mark R

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Jun 4, 2024

Loved this course! It provided a deep understanding of the subject with practical examples. Worth every minute!

创建者 Pasindu S

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Dec 24, 2022

The way Andrew is teaching is superb. This course helps me to learn concepts in machine learning easily. Thanks

创建者 Veronika S

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Mar 6, 2023

'Advanced Learning Algorithms' course is right start for those who want to dive into AI Neural Networks ocean.

创建者 Kim A

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Aug 22, 2022

Best for people who want to get their hand on ML. Very practical but at the same time, mathematically detailed

创建者 Roy M

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Aug 7, 2022

great video instruction and the labs are quite challenging but are excellent for putting theory into practice.

创建者 Utpoul K M

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Dec 4, 2023

I immensely appreciate the way Prof. Andrew Ng teaches! I adore every classes and labs curricular activities!

创建者 Ahmad V

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May 24, 2023

great course with simple teaching methods that make your foundation strong in machine learning specialization

创建者 Tianyue P

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May 14, 2023

This course is an extraordinary introduction to deep learning, and gives very detailed explanation throughout

创建者 Ape M

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Nov 15, 2024

It is the best course on the topic out there! I just finished and I am ready to push embark on some projects

创建者 Narawish K

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Jun 27, 2023

Explaing complex things into easy things. Still the best course for explaining machine learning from scratch

创建者 YBH

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Jun 19, 2023

the course is interesting and easy to learn，but i think something too simple，like decision trees and XGBoost

创建者 Yusuf Y

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Aug 3, 2023

Absolutely worth taking and spending time I have learned so many things so far. I am really happy about it.

创建者 Fatemeh B

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Mar 22, 2023

Some of the exercises were too boring. But the videos were awesome! Thanks a lot for this brilliant course.

创建者 Sohrab M

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Dec 25, 2022

I think for most of the time that I've learned this course, I experienced something new. Thanks to you all.

创建者 Ayush D

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Jul 26, 2022

A great course to start your journey into the fields of Deep Learning , Neural Networks and Decision Trees.

创建者 Miguel O L

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Aug 10, 2025

Very easy to understand, the professor is the best out there. He explains very complex concepts so easily.

创建者 Mohammed O A

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Jul 11, 2025

Andrew ng covers all Neural network aspects that you won't see in any other plateforms , big thanks to him

创建者 Zohaib A

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Dec 4, 2024

Dr Andrew is such a nice instructor , with a clear taught syllabus and avoiding any obstacles for student.

创建者 qing s

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Oct 24, 2024

I really appreciate that I have the change to learn machine learning lectured by such a famous professor !

创建者 Darrell M

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Jul 19, 2024

Andrew Ng is the GOAT. Highly instructive with excellent pedagogy, including some unexpected dad jokes. :)

创建者 Ashwin M

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Mar 30, 2024

Awesome course to understand Neural nets, tensor flow, and decision tree algorithms. Highly recommended!

创建者 Nazeem U B

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Aug 19, 2024

This is easily the best course I have taken on machine learning. The concepts were explained very nicely

创建者 Krish A

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Aug 26, 2023

A very good course offered by Andrew Ng . A good start for the beginner in the field of Machine Leaning

创建者 Yash S

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Mar 15, 2023

Wonderful intro to Nerual Nets and Decision Trees, along with an insight into how ML is done in practice

创建者 Waqas A

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Dec 5, 2023

Learned a lot of interesting stuff. I would definitely recommend it to anyone who is just starting out.