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：

376 - Advanced Learning Algorithms 的 400 个评论（共 1,243 个）

创建者 Younes S

•

Aug 20, 2022

It is even more better if the third week has practice labs.

The course is very good and well detailed.

创建者 Faheem U

•

Aug 28, 2024

Excellent way of teaching by Andrew NG __ really a great teacher having good knowledge of AI and ML/DL

创建者 Girma S E

•

Mar 4, 2024

Excellent presentation of concepts in a detailed way, while being clear and simple for introduction!!!

创建者 Seda B

•

Jan 28, 2024

It was an excellent course and the instructor Andrew Ng is a great teacher. Thank you for your effort.

创建者 Jonas C M

•

Jan 28, 2024

Pretty much the perfect refresher for me. Andrew is a fantastic lecturer and the flexibility is great.

创建者 Theophilus O

•

Dec 24, 2022

The details of this course are absolutely exemplary and the curriculum is world class. I learnt a lot.

创建者 Rishav R

•

Aug 16, 2025

The best ML course in the market. No one comes to close to Andrew's Knowledge and Clarity in Teaching

创建者 Ibrahim H M A

•

Aug 8, 2022

Thank you for your efforts thank you for this content thank you great instructor professor andrew ngm

创建者 Phúc N H

•

Oct 3, 2024

So useful learning algorithms. The course also give me the foundation to learn other ones by myself.

创建者 Rubén G

•

Apr 27, 2023

I just want to thank all of you for creating this course and making it available to people like me.

创建者 Hui C

•

Dec 22, 2022

Dr. Andrew Ng has a way to explain the complicated thing in an easy way. Really enjoyed the lesson!

创建者 Krishalika R

•

Aug 29, 2022

A well-organised course. Practice labs and quizzes were quite useful in understanding the concepts.

创建者 Anton B

•

Jul 21, 2022

Andrew does a brilliant job explaining complex ideas in easily understandable and digestable ways.

创建者 Sumedh K

•

Oct 29, 2022

Excellent course. Amazingly simplified by Professor Andrew Ng. Couldn't ask for a better teacher.

创建者 PAULO C C G

•

Oct 2, 2022

Definitely best course if you want to learn the underlying patterns of machine learning algorithms

创建者 Akshat B

•

Sep 3, 2022

just one of the best machine learning course with a great instructor and well organized curriculum

创建者 Vardan M

•

Jul 11, 2022

very good course with high quality lectures and materials to understand difficult concepts clearly

创建者 Umang C

•

Jul 11, 2022

Backprop neural network would also have been nice! But great content especially on decision trees

创建者 Cheick D

•

Mar 26, 2025

This course is very well explained. I can feel lot of empathy in the teacher. Thank you so much !

创建者 Florence P

•

Aug 10, 2022

Extraordinary! With the right teacher it is astonishingly easy to learn these complex concepts!

创建者 Mesfin S I

•

Apr 9, 2023

It helped me to understand the principles behind implementation of machine learning algorithms.

创建者 Nitin C

•

Mar 21, 2023

Andrew Ng is phenomenal as usual. Amazing course suitable for all learners at different levels.

创建者 Samuel Z

•

Aug 4, 2022

Explanations are succinct & simple. Helps greatly with grasping concepts & building intuitions.

创建者 NG

•

Jan 16, 2025

Very well done course. Extra points for the interesting labs on heart failure and mushrooms :)

创建者 Abhishek S

•

Sep 24, 2023

The practical guide for implementation of ML algos to real world problems was very beneficial.