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學生對 deeplearning.ai 提供的 Structuring Machine Learning Projects 的評價和反饋

4.8
48,344 個評分

課程概述

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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MG

2020年3月30日

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

TG

2020年12月1日

I learned so many things in this module. I learned that how to do error analysis and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

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5451 - Structuring Machine Learning Projects 的 5475 個評論(共 5,521 個)

創建者 Ted S

2017年12月19日

Doesn't look like it was checked for quality control (e.g. Videos with bad takes), Ng rambles sometimes so that it seems as if he is filling time, there are no knowledge checks. This course wasn't ready. Case study flight simulators are good, but poorly introduced.

創建者 Tiffanie B

2019年10月18日

The teacher seemed to not have a clear idea of what all he needed to say in the video and verbally flailed somewhat, and many times seemed to be adding things purely for the sake of padding video length. Don't waste my time. The content was mildly useful.

創建者 Goudout E

2022年7月4日

I​ give only 2/5 because of the quizzes being waaay too debatable, and sometimes frankly inaccurate. Also, many questions and answers also still have typos (missing letters, missing WORDS even).

T​here's lots of interesting things to learn still, thanks!

創建者 HAMM,CHRISTOPHER A

2018年5月7日

I need a lot more practice than is offered here. I would also strongly prefer if the instruction followed some of the best practice laid out in books such as "How Learning Works" because I have difficulty following the instructor's line of reasoning.

創建者 Leonardo M R

2018年5月27日

Answers in the multiple choice seems incomplete for me, I don't necessary agree with the answers presented unless more detail on some context (that I don't think we should assume) is present for the questions.

創建者 Пильгуй В Л

2019年12月3日

This course is good, but here is so few practice. This is hard to understand without practice. Looks like I didn't understand many problems in this course. Need more explanation, more samples, more practice.

創建者 David L

2018年5月22日

Zero programming assignments, but simple quizzes that will make whatever you just learned as fleeting as the morning dew on a hot summer's day. Too bad, because otherwise the material is quite interesting.

創建者 Mahesh B K

2020年4月30日

Although important, i think this should be the last course in the specialisation as it covers the harder parts of handling various errors and their causes before knowing how these models are trained

創建者 Nikolay B

2017年10月26日

the best course in so far, not that much theory but a lot of "insides" from the field. However, still no practice, Im studying for 3 month and still have no idea how to create a real application.

創建者 Bradley D

2019年6月15日

There's theory, but, without practice and application in my opinion. I did not like it because it seems to be easily forgotten seeing that I did not associate with practical excercises.

創建者 Matthew C

2018年3月7日

Most (if not all) of the information covered in this module was covered, perhaps with a little less depth, in the previous modules. However, it's probably worth repeating.

創建者 John H I

2018年9月21日

Poor video editing. Not enough graded material to feel confident that I fully understand the concepts proposed in the lectures. Definite step backwards from courses 1-2.

創建者 Aayush S

2020年7月19日

Could be better in terms of the concept taught. A course I would prefer as the last one in the specialization. Week 2 Material is good but whole course is too slow.

創建者 Mikael B

2017年9月13日

This course had a much less ambitious scope than the previous two courses and I think that the programming assignments are very important to help me learn properly.

創建者 Artem M

2018年4月23日

Too much information in too little time. Additionally, all information is mostly practical, and having no real exercises makes it hard to remember all the details.

創建者 Haim K

2020年7月3日

The course should be much shorter (e.g. half a week). The messages are pretty straightforward and could have been passed in one quarter of the time.

創建者 Iscru-Togan C T

2020年12月12日

The videos are to long and it presents some topics purely hipothetical. You basically spend a couple of hours without developing any useful skill

創建者 everglow

2019年1月27日

I still feel a little confused when I have so many options to improve my NN. This course is less clearly taught than the two former to this one!

創建者 Saad K

2017年9月12日

I found it quite verbose... Could have easily been shrunk and fit inside the other course... Don't think it needs a separate course for this

創建者 Stephen E

2022年7月30日

The quiz questions were often vague enough that it was easy to justify wrong answers using specific reasoning from the lessons.

創建者 BO F

2022年1月14日

The exam's some question aren't consisted in the course. It's a bad learning experience compared with the previous two course.

創建者 Matías L M

2017年10月29日

Really bad course. Even the professor does a good job at explaining everything, it does not seem to be a technical course :(

創建者 kedar p

2018年7月18日

This course is too theoretical, would like to see some multi task learning or transfer learning programming assignments.

創建者 Viliam R

2017年10月21日

i missed practical (programming) assignments here. quizes are great, but could never substitute for getting hands dirty.

創建者 Vishal K

2017年12月17日

The weakest of the three so far - comparatively lots of fluff. Unclear definitions with lots of perhapses and maybes.