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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DD
Mar 28, 2020
I have done two courses under Andrew ng and I am grateful to Coursera for their highly optimised and easily learning course structure. It has greatly help me gain confidence in this field. Thank you.
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
6551 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 6575 个评论(共 7,283 个)
创建者 Vivi M
•Oct 29, 2017
I really enjoyed the classes, in the training I would've liked to try and improve the model with all the tools learned
创建者 Amit J
•Nov 22, 2019
Great practical insights.
I wish there were programming assignments on "Hyperparameter tuning" and "Batch norm" too.
创建者 Christopher S
•Oct 24, 2019
Good intro to the available tools. Very guided course. For concepts to really stick, own projects or courses needed.
创建者 George L
•Oct 24, 2018
it's good, but definitely not as good as the first course since Prof. Ng was not very clear on some of the concepts.
创建者 Ruixin Y
•Apr 30, 2018
The course itself is great, but the notebook (programming assignment system) is not stable, it's annoying sometimes.
创建者 Péter T
•Apr 17, 2018
Useful information, good intuition, but lack of formal results. More homework would improve the learning experience.
创建者 Ashutosh P
•Apr 3, 2018
It was a great course. Really well taught by Professor Andrew Ng. Some "from the scratch" coding assignments needed.
创建者 Suresh D
•Feb 28, 2018
I hated the tensorflow part though. Would have much preferred it if we could have moved away from jupyter notebooks.
创建者 Webber K
•Jan 31, 2025
some codes are outdated, no longer supported in recent framework. forexample, minimize method in tf Adam optimizer.
创建者 Francisco C
•Jul 24, 2018
Very good content overall. Very well explained and good examples. Many mistakes in the comments in the assignments.
创建者 Abhinava K
•Dec 8, 2017
Content is good, but assignments are not interesting. Some application oriented assignments will be be encouraging.
创建者 Julio T
•Sep 7, 2020
Very good course, all relevant and well explained. I think it just needs and update for working with TensorFlow 2.
创建者 manish c
•Jan 23, 2020
Like all other andrew ng courses this course is also the best course to deep dive into neural network algorithms .
创建者 Francesco P
•Feb 26, 2019
I would like to see more programming assignments. They are very well done and it'd be great to have more of those.
创建者 Angad S
•Dec 12, 2017
I would really benefit from this course if more assignments are provided to try different data sets and scenarios.
创建者 Christopher G
•Feb 23, 2024
Great course. Some guidance on implementing backpropagation with batch normalization would have been appreciated.
创建者 Rahad A N
•May 13, 2020
Absolutely love the course and the way Andrew teaches us, though I have a little bit discomfort in writing codes.
创建者 Emmanuel
•Mar 5, 2020
A little bit to theorical and with too many guidance at some points and not much at some other (for TF functions)
创建者 Giovanni C
•Feb 11, 2019
I liked the course, but the explanation of tensorflow needs more propaedeutic introduction for a learner like me.
创建者 Charbel J E K
•Jan 17, 2018
Really helpful ! Too much concepts to understand but only applying few in the course. I really liked this course.
创建者 Jay R
•Dec 23, 2017
Good course to get familiar with hyperparameters and improving the neural networks. And cliff hanger was amazing!
创建者 Mads E H
•Oct 26, 2017
Nice and practical. The assignments could go a step further in trying out different things to get better results.
创建者 Jatin K
•May 23, 2021
Tensorflow exercise was not good , it could include some basics first. seems like only runnig it for no purpose
创建者 Zechen Y
•Apr 12, 2020
The contents are explicit and adequate but I think It would be better if I could get more exercise about coding.
创建者 Jayanthi A
•Apr 5, 2018
It was great course, however, I would have liked it to be a lot slower with more time being spent on Tensorflow.