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学生对 DeepLearning.AI 提供的 Structuring Machine Learning Projects 的评价和反馈

4.8
50,128 个评分

课程概述

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

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YP

Jul 25, 2018

Very important and valuable intuitions about DNN training/optimization. It's full of really practical information while implementing my own models.DNN을 실제 적용할때 반드시 이해하고 적용해야 할 실질적 내용들로 구성된 멋진 코스 입니다!

WG

Mar 18, 2019

Though it might not seem imminently useful, the course notes I've referred back to the most come from this class. This course is could be summarized as a machine learning master giving useful advice.

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976 - Structuring Machine Learning Projects 的 1000 个评论(共 5,746 个)

创建者 Nicholas M

Nov 4, 2017

A big "THANK YOU" to Andrew and his team for sharing with us knowledge and skills that only extensive and long term experience in the field could bring.

创建者 Carlos I P

Oct 22, 2017

Stuff that usual courses won't cover. Very valuable insights from an experienced practitioner and expert in the area of Deep Learning. Very recommended.

创建者 Jochen R

Sep 10, 2017

this was an amazing course, thanks to make it happen. thanks that I can learn from the best of the bests, though I never met him personally, many thanks

创建者 Estefania R

Mar 26, 2021

The course is perfect, the instructor is really clear when explaining. I really suggest to any student to do this course and the whole specialization.

创建者 Brittany J

Feb 9, 2021

I liked this one as it was more theoretical as opposed to so much math, starting to actually see how this works instead of just how the calculus works.

创建者 Guillermo C

May 24, 2020

Very good material, I especially valued the effort to abstract and synthetize ML wisdom like you did here. The ML heros videos are an amazing idea too.

创建者 Venkatesan A S

May 3, 2020

A very good insight into applied machine learning. Some of the points shared were extremely helpful while working on a new ML project! Kudos to Andrew!

创建者 Karthik R

Mar 28, 2020

A very unique course and it thoroughly stands out in its attempt to give an insight into real world application of machine learning. Amazing work guys!

创建者 Hamed A

Feb 26, 2020

Fantastic! Now I feel more confident to do my own Deep Learning project with a good structuring.

Thank you Andrew Ng and god bless everyone in Coursera.

创建者 Ratan S M

Feb 8, 2020

very practical, helps me understand on what I should be looking at when there is change to the inputs says a new species gets added. Great quiz section

创建者 Alex M

Oct 12, 2019

As always, those courses from Andrew Ng provide very useful tips and a good grasp of the global picture of Machine Learning. Would definitely recommend

创建者 Shehan D P

Sep 17, 2019

This course is so helpful as it teaches how to approach and structure different machine learning projects, depending on targets, data availability etc.

创建者 Deleted A

Nov 9, 2017

missed programming here. But this course was very good for getting basic understanding what to look for when neural don't get you the intended results.

创建者 Thiemo M

Sep 1, 2017

Not about programming, not even about neural net only. It's really a problem solving course with focus on and examples from neural network applications

创建者 Ioannis K

Jan 26, 2021

This is a great course, especially the idea of the “machine learning flight simulator” which prepares you for real-life applications of deep learning.

创建者 Beltus N

Aug 19, 2020

This course had some very insightful analysis of machine learning problems that are invaluable for any problem. Thank you Andrew Ng for such insights.

创建者 Nguyễn H T

Aug 5, 2019

I think this course is absolutely amazing for those who first time build a Machine Learning project from scratch. I have learnt much from this course.

创建者 Jordi A

Aug 18, 2018

The content of this course was amazing. A good summary at an introductory level in order to organize projects and know where and what to tune and fix.

创建者 Quentin G

Jul 29, 2018

Very interesting and different class in which there was not only technique but also managing a team about ML. This specialization is a total success !

创建者 Kazuki Y

Jul 1, 2018

This one does not have programming exercise unlike others, but gives extremely helpful advice on how to improve the overall strategy toward a project.

创建者 Hemshanker R

Jan 2, 2022

Excellent course material. Giving deep insights on how to structure your Machine Learning Project. Really insightful lessons taught by Dr Andrew Ng.

创建者 Lambert R

Jul 16, 2020

This course was a starter kit to take tactical decisions while countering the machine learning problems. Thank you Andrew for the exceptional course.

创建者 Fernando A G

Nov 4, 2019

Great Course!

It compliments perfectly everything seen before in the specialization, and helps seeing everything more clearly during the next courses.

创建者 Amilkar H

May 10, 2019

One of the best courses of the series as it talks a lot about the overall flow of work that we should follow when working on a deep learning project.

创建者 Devrim Ç

Apr 28, 2019

Perfect compact course to enrich your knowledge about real-world projects. The load is delicate, as well. Overall, this course is absolutely spot on.