Chevron Left
返回到 Advanced Learning Algorithms

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

4.9
星
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：

551 - Advanced Learning Algorithms 的 575 个评论（共 1,243 个）

创建者 Aleksandr E

•

Aug 16, 2022

Thank you for the simple explanation so complicated concepts!

创建者 abolfazl c

•

Mar 12, 2025

complete and most use full course ever seen in this context.

创建者 Tonle J C J

•

Jun 28, 2024

Very intuitive to understand. Thank you Andrew and the team!

创建者 Abdelbasset O

•

Nov 27, 2022

great course, I will make sure to revisit it anytime needed.

创建者 Kuchibatla B G

•

Mar 23, 2025

Wonderful experience learning all the content. Well taught!

创建者 Spyros P

•

May 6, 2024

Difficult Labs but excellent guidance through the lectures!

创建者 Casey B

•

Dec 17, 2023

Excellent course. Well taught, clear, concise. Thank you.

创建者 SAAD Z

•

Oct 1, 2023

Very good Comprehensive Course. Andrew NG Best Teacher ever

创建者 Arnav J

•

Aug 3, 2023

Amazing. Simple and easy to understand yet very imformative

创建者 Subodh S

•

Jul 31, 2023

exceptional course for beginners . thank you very much sir.

创建者 Lucian O

•

Dec 28, 2022

Great course and introduction to such an interesting field!

创建者 Clément N

•

Nov 15, 2022

This was a great course, Pr. Andrew Ng is a great professor

创建者 Yugal K

•

Oct 2, 2022

Very informative about how the model works under the hood.

创建者 si w

•

Feb 11, 2025

Excellent material. Superb instructor. Great job everyone.

创建者 V Z Z

•

Apr 25, 2024

Dr Ng is a great teacher and I've learnt a lot and enjoyed

创建者 Jay Y

•

Sep 19, 2023

FANTASTIC COURSE and TEACHING by Prof Andrew Ng. Thank You

创建者 Susan M

•

Jan 6, 2023

Detailed, integrity, great building block- ready for more!

创建者 Arvydas Ž

•

Dec 23, 2022

Very well laid out course from the beginner to the expert.

创建者 Dhiya A H

•

Jan 25, 2025

So good, i start from 0 but can follow this course easily

创建者 Sunil P

•

Nov 30, 2024

Amazing course. Andrew teaches is teacher par excellence.

创建者 Gabriel C

•

Apr 8, 2024

Makes no assumptions and explains everything very clearly

创建者 Lakindu K

•

Jul 23, 2023

Excellent! Highly informative and well structured course.

创建者 Abhijit D

•

Jan 2, 2023

Exceptionally delivered Andrew! Thank you and your team!!

创建者 elie k

•

Nov 26, 2022

High clarity in the explanation and an amazing community.

创建者 Satyajit N

•

Jul 16, 2022

Need more practice labs inbetween each week and modules .