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
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:

251 - Advanced Learning Algorithms 的 275 个评论(共 1,241 个)

创建者 S S R

Nov 20, 2023

Very informative and I am really glad I completed this course, it gives me the knowledge about the foundation of neural networks and decision trees!

创建者 Andrii G

Sep 7, 2023

this course o offers exceptionally fluent explanations that greatly aid in developing intuition in how algorithms actually work. Highly recommended!

创建者 Mahrou M

May 24, 2023

Dear instructors

I will show my appreciation through this massage and I am truly glad to have the opportunity to pass this course.

Kind Regards

Mahrou

创建者 Shivam j

May 23, 2023

Andrew Ng is the best teacher out there. Absolutely loved this course and it has helped me a lot in progressing in the field of Data Science and AI.

创建者 Kanishk B

Jun 14, 2023

The best Course and decision I took to pursue this machine learning specialization everything is made clear and to the point, Everything is Perfect

创建者 saurabh d

May 21, 2023

The course is intellectually fulfilling and aids in professional development. It has encouraged me to take the next specialization in Deep learning

创建者 Waseem K

Oct 16, 2022

Well-designed course

Excellent teaching style of Andrew Ng

Labs are also well-designed to make the students learn the new concepts and techniques

创建者 Abdullah P

Sep 4, 2022

This was a great course, teaching why my ML projects were left unfinished because I didn't fully get the Machine Learning model creation process.

创建者 Mohamed B

Oct 1, 2022

It was well developed. The instructor focused on the main ideas and concepts that make it easy to understand the Advanced Learning Algorithms.

创建者 Deleted A

Dec 29, 2023

Andrew has been an exceptional teacher. After a very long time, I have found interest in a topic and this course has just left me wanting more.

创建者 Mohamed F

Oct 12, 2023

Good Knowledge , but it was so limited to trees and neural networks only i thought i would see some advanced algorithms like SVM , PCA . etc..

创建者 Williams J

Jun 14, 2023

It is a great class for the beginners who want to know something about the Machine Learning. I feel it a good way to learn AI with this course.

创建者 Rick H

Sep 21, 2022

This course introduced the most widely used tools in Machine Learning, explained how they work, and gave insight on how to refine their usage.

创建者 ritesh d

Jul 27, 2022

Extremely helpful in understanding the concepts and the underlying maths. Highly recommended for anyone interested in building from the basics.

创建者 Hossein M

Apr 15, 2023

best wishes to you

thank you for this amazing course

as a suggestion just providing better access to download files of course would be so useful

创建者 Jeffrey

Dec 29, 2022

I can't imagine this course being run any better! This was very clear and easy to understand. I look forward to the final piece of the series!

创建者 Muhammad S I

Mar 6, 2024

I'm a big fan of Prof Andrew Ng. Thanks to Coursera and Prof Andrew Ng for providing this great opportunity. You all surely deserve a salute.

创建者 Lukman A

Jul 26, 2023

Awesome, amazing. Had a great time learning about Deep Learning and Decision Trees.

It was worth my time. I got a lot more than I came for.

创建者 Megha S

Aug 23, 2023

Teaching by Andrew NG himself is a big assest. Fundamentals are to be understood very well which is the biggest achievement in this course.

创建者 Syed A M

Dec 21, 2023

Great course. Much recommended for anyone willing to develop understanding of neural networks and decision tree algorithms from ground up.

创建者 Francisco M

Sep 10, 2023

For me, the contents of this course are key to effectively implement and initiate a learning process. I found it very useful and valuable.

创建者 Roheth R

Jul 16, 2025

Great course with materials and understanding , however you love a little more insight into tensorflow and other libraries in this course

创建者 Umar A

Mar 12, 2023

A really fantastic course. The way Andrew taught this course makes it so much easier and full of fun. Really this course helped me a lot.

创建者 Mary .

Aug 27, 2025

I really liked this course. The final grade assignments made me pay attention to every important detail and learn thoroughly. Thank you.

创建者 Rusman H L

Apr 7, 2024

Thanks Andrew Ng, great learning, somehow I still remember where the data scientists normally go to camp..... It's at a Random Forest :D