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
热门审阅
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
1526 - Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization 的 1550 个评论(共 7,283 个)
创建者 Prosenjit D
•Dec 5, 2019
Very good course, helps develop actual concepts by implementing a deep neural net just in python and not using any framework.
创建者 Ankit K S
•Nov 30, 2019
Wonderful explanation of optimization algorithms, hyper-parameter tuning and regularization.
Great introduction to TensorFlow.
创建者 胡青翘
•Jul 10, 2019
I hope you guys could improve the hardness of the programming assignments. They seem to be a little easy compared to quizzes.
创建者 sudheer n
•Jun 16, 2019
As usual, Andrew Ng has explained the concepts in the simplest way possible. A little work outside the course can help a lot.
创建者 Arpit J
•Dec 16, 2018
This course gives a thorough intuition about the hyperparameters and how to regularise them. Brilliant work by Andrew Ng sir.
创建者 Mahesh
•Sep 16, 2018
Appreciate the course videos. They dont demand prior knowledge of machine learning.
The assignments gives hands on experience.
创建者 Shravankumar S
•Jun 29, 2018
I loved this course. Assignments played a very important role in my learning, as i learned a lot by getting my hands dirty :)
创建者 Xiaoyuan C
•Oct 28, 2017
The greatest course I have ever taken! So grateful to Andrew and your team to make the studying so interesting and rewarding!
创建者 Bilel B
•Feb 5, 2021
De nombreuses techniques très utiles pour accélérer l'apprentissage de son réseau de neurones et éviter le sur-apprentissage
创建者 Prem O
•Oct 24, 2020
The course helped me get a better understanding of different optimizers and how to handle the hyperparameter tuning process.
创建者 Pedro V
•Jun 5, 2020
this course is very good to introduce you to concepts such as hyperparameters optimization and frameworks such as Tensorflow
创建者 Vimal P S
•May 15, 2020
Thanks Andrew Sir for creating such a good content and I hope that this would help me in my voyage along the massive AI sea.
创建者 Marc M
•Apr 29, 2020
Muy buena y muy útil la practica esta bien aunque creo que lo de tensorflow es muy útil y quizás debería tener más presencia
创建者 Augusto R
•Apr 4, 2019
Thanks to this course I will now be able to improve the performance of my neural network in a more efficient way. I loved it
创建者 James G
•Jan 12, 2019
The focus on building "intuitions" behind the math has been a refreshing approach to learning material like this. Thank you!
创建者 YiXiang Z
•Dec 31, 2018
Very good introductory material on regularization and optimization. Also introduction to tensorflow as frameworks is spot-on
创建者 Pedro H
•Dec 6, 2018
Great follow up course in this specialization, which introduces critical concepts to improve and design your neural network.
创建者 Khoo T S
•Nov 14, 2018
Great course. I've learnt a lot on hyperparameter tuning and optimization strategies. The Tensorflow makes coding simpler :)
创建者 Colin F
•Jun 25, 2018
Andrew does an amazing job of explaining the intricate level of math in a subtle manner. It is a must for advanced learners.
创建者 Pier L L
•Dec 31, 2017
Good course with excellent rules of thumb and principles to improve your DL performance and your parameter tuning procedure.
创建者 Ye W
•Nov 2, 2017
Andrew did a great job in explaining the intuition behind optimization algorithms such as SGD, SGD with momentum, Adam, etc.
创建者 David F
•Oct 5, 2017
Good pace, thoughtful video instruction, and helpful assignments. Even without a CS background, the concepts were very clear
创建者 Kazutoshi S
•Oct 3, 2017
I think there are some typos in assignments but this is the most useful course for learning Tensorflow modules on the earth.
创建者 Harshit S
•Dec 10, 2020
It really helped to brush up my deep learning concepts and I always enjoy learning from Andrew's lectures.Thanks Coursera!!
创建者 Learner
•Sep 21, 2020
Very good and learning from scratch is very exciting to work on. Thanks Andrew and team for this wonderful course materials