学生对 DeepLearning.AI 提供的 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的评价和反馈
课程概述
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RR
Jun 12, 2020
Could have increased assignments and some more indepth knowledge of tensorflow and proper installation way of tensorflow cause mine is showing error when iam trying to practice as shown in the video
AM
Oct 8, 2019
I really enjoyed this course. Many details are given here that are crucial to gain experience and tips on things that looks easy at first sight but are important for a faster ML project implementation
6451 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 6475 个评论(共 7,292 个)
创建者 Alex C
•Sep 23, 2017
Please offer a lecture note in detail instead of just ppt shows for each class video, not to mention that some are missing which is inconvenient to recap.
创建者 Muhammad B A
•Jun 25, 2018
Great material and lectures. Would've preferred slightly more comprehensive exercises though, and more on tensorflow(any deep learning framework) as well
创建者 Francois-Xavier P D
•Dec 17, 2017
The tensorflow programming assignment was a little too easy. It turned out to be more or less of a copy paste work without having to look at the TF docs.
创建者 Masateru H
•Jan 7, 2021
Great intro to TensorFlow Framework. But the last programming assignment was still giving low percentage accuracy without any notable fault in the code.
创建者 Behrad K H (
•Jul 26, 2020
The content was perfect but last programming assignment was excruciating! But I thank everyone involved in making this course, it was unbelievably good!
创建者 Flaviu V
•Apr 7, 2018
I feel like the second course was better then the first one. But there are a couple of typos in some assignments and the assignments are still too easy.
创建者 Mark M
•Oct 30, 2017
The intro of hyper parameters was from mathematical point of view as good as the basics of week 1, however practical relevance becomes not really clear.
创建者 Stephan W
•Sep 2, 2017
As always - excellent lectures by Andrew Ng. However, I think that the programming assignments tend to be a it too easy and a bit too much "copy/paste".
创建者 Sepehr S
•May 10, 2022
Really enjoyed the course. Only suggestion is to talk about the programming side more in the lectures but overall I'm really happy Thank you very much.
创建者 Nitin S
•Nov 5, 2020
In the last exercise of last week, we have to use TensorFlow v1 which was quite annoying if you already have learned tf v2 other than that great course
创建者 Sergey
•Oct 5, 2019
I wish prof. Ng provided more intuitions into underlying math particularly why gradient optimization techniques help. But like it anyways, very useful!
创建者 Anthony K
•Nov 8, 2017
Great material, few minor errors that need fixing throughout. Noted in forums. I expect this will improve as more take the course and feedback applied.
创建者 Laurent P
•Nov 27, 2021
Week 3 programming assignment required notions not touched in the training or mentioned in the instructions. Required lot of time to find information.
创建者 Hair P
•May 17, 2020
This course has to be updated!!!!! TF 2.0 is what we are using now, and especially for new users, it is important to start from the newest frameworks.
创建者 Isaac S
•Nov 27, 2019
I missed in the course an explanation and possibly a programming assignment of different tuning algorithms, such as random search and Bayesian search.
创建者 Rajeev D
•May 25, 2020
The coverage on the subject was adequate but it will really help to make a pdf supporting document to highlight the hyper parameter tunning approach.
创建者 James D B
•Jun 22, 2019
Probably a little too follow your nose at this point in the specialisation. But none-the-less very good. Would give 4.5 stars if that were an option.
创建者 Christoph S
•Mar 3, 2019
Still some flaws + inaccuracies + video sequences that should be cut out. I think the organizers should really do it as people are now paying for it!
创建者 Teodor C
•Dec 28, 2018
Last Tensorflow assignment has some output typos and bugs when using operators like @ and +. Course was ok, but that assignment took me way too long.
创建者 HongZhang
•Jun 13, 2018
Great course to deepen my knowledge after first course. However, I would like to access more programming exercise for practice. That will be perfect!
创建者 Helen M
•Aug 26, 2019
I think this course would benefit from a little more explaining. There are a lot of new concepts and some explanations were too quick in my opinion.
创建者 Amir V
•Jul 12, 2023
The introduction to TF felt rushed, but maybe that's to be expected given the goals of this Course, which didn't include a kickstart of learning TF
创建者 Abhishek G
•Mar 25, 2023
A very good course but I had high hopes for a practical session (Assignment) with application of hyperparameter tuning, with Tensorflow or without.
创建者 Latypov B
•Jan 3, 2021
Теория хорошая, но практики во первых мало, во вторых на устаревшей версии тензорфлоу. Но зато в теории все разжевали. Очень круто все объясняется.
创建者 Stephen R
•Oct 26, 2018
Enjoyed this course, especially the material that goes a bit deeper (different optimization methods, parameter tuning) and the intro to TensorFlow.