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

4.9
8,607 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:

526 - Advanced Learning Algorithms 的 550 个评论(共 1,290 个)

创建者 Jash D

May 7, 2025

best course helped me a lot from code to theory to practical knowledge

创建者 Khurram U

Jan 23, 2024

Very good learning experience, nicely designed and perfectly explained

创建者 Atarud S

Dec 29, 2022

Amazing experience and the best thing is that it lifts from root level

创建者 Haykal A S

Feb 16, 2025

very helpful and easy to understand (hopefully easy to implement too)

创建者 Sajjad R K

Dec 30, 2022

Thanks to Andrew NG, other instructors, and Coursera, it was perfect.

创建者 Aman K S

Dec 3, 2023

Groundbreaking Fundamental Concepts, with enough practice materials.

创建者 Sudip S C

Aug 2, 2022

No superlative is eufficient for Dr Andrew Ng's instruction. Bravo!

创建者 Abhishek M

Jul 20, 2023

Great Experience! Got to learn Deep Learning in a very good manner!

创建者 mahmud r

Jul 2, 2023

Thanks Andrew Ng to present such a great course. Highly recommended

创建者 Mat F

Jan 11, 2025

Easy to follow and very accessible, even without a deep background

创建者 Aditya K

Oct 2, 2024

Good enough to ignite a person's curiosity about machine learning.

创建者 Seniru D

Dec 13, 2023

This course taught me about neural networks with a very good depth

创建者 harshith k

Jun 21, 2023

It was an amazing experience and content is very good and standard

创建者 Manos P

Sep 6, 2022

Excelent understanding, needs more programming examples, exercises

创建者 Javier M

Aug 30, 2022

Excelent contents and instructor's explanations and labs practice.

创建者 Rizwan S

Nov 1, 2025

The best Cource in the town of AI. Coursera has offered the best.

创建者 Juan L

Jul 27, 2023

I feel like the first part complement very well this second part.

创建者 Amro M

Jul 15, 2023

Special thanks to you Prof. Andrew and your team. I learned a lot

创建者 Dương L

Feb 17, 2026

andrew ng is so good, he let many thing complex into normal ways

创建者 Nelu R

Oct 7, 2025

A comprehensive introductory course in ML algorithms and coding.

创建者 MOHAMMED A Y B

Aug 13, 2025

Perfect Course with Professional Instructor, Thank you Anderw Ng

创建者 Yang Y

Sep 19, 2024

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

创建者 Manal C

Jul 20, 2024

Great material and amazing learning experience with PR Andrew Ng

创建者 Kondwani M

Sep 30, 2023

Excellent material and delivery by Andrew! Very grateful, thanks

创建者 Hossam A A

Jul 9, 2023

great course focused not only on the science abut also practical