Learner Reviews & Feedback for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization by DeepLearning.AI
About the Course
Top reviews
XG
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Thank you Andrew!! I know start to use Tensorflow, however, this tool is not well for a research goal. Maybe, pytorch could be considered in the future!! And let us know how to use pytorch in Windows.
YL
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very useful course, especially the last tensorflow assignment. the only reason i gave 4 stars is due to the lack of practice on batchnorm, which i believe is one of the most usefule techniques lately.
2376 - 2400 of 7,239 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
By Sven W
•Aug 29, 2017
Very intuitive and well explained... I highly recommand...
Thanks for the amazing job!
By zulfiqar a
•Oct 22, 2021
This course covers most beneficial content related to hyperparameter optimization .
By Timur B
•Sep 29, 2021
Very thorough and step by step learning, you actually think that you know something!
By Navid K
•May 8, 2021
It was a distinguished course, thank you Coursera, Andrew Ng and others contributes.
By Chandan K S
•Oct 13, 2020
amazing **********/**********thanks Andrew sir for such a great course. thanks again
By Joseph S
•Sep 11, 2020
Excellent mix of theoretical and practical. I will use this to solve real problems.
By Patrick L R
•Aug 24, 2020
Gives a lot of intuition to problems that are commonly occurring in machine learning
By Pushpendra G
•Jun 19, 2020
One of the best courses on Deep Learning available here. Thank you to Andrew Ng Sir.
By S A
•Mar 22, 2020
An amazing course. Can't wait to explore the other courses under this specialization
By Dasha G
•Nov 13, 2019
Great course to go through some practical aspects of building a deep neural network!
By Mohammad A P A
•Oct 25, 2019
great course,homeworks were kinda easy but the overall content was great. thank you.
By Saida C
•Sep 2, 2019
Really loved working through the programming assignments and validating my learning.
By 蔡中祥
•Mar 17, 2019
教授了很多调参技巧，还有些优化算法，平时用框架看不到这些实现，能手动来一次，加深了认识，如xavier初始化，即使有些从事深度学习的同事也不很清楚内涵，尽管算法很简单。
By Dana A
•Feb 2, 2019
The lectures are awesome, bu think the exercise need some more polish and more depth
By Rahul D
•Oct 27, 2018
this course gives a good knowledge about hyperparameters and tenserflow. I like it.
By Rebecca M
•Jul 5, 2018
Wish class had textbook instead of videos. Would like to keep documentation on this.
By Pranav
•Jun 14, 2018
Learned a lot of thing on neural net in this course.Excellent teaching by Andrew Ng.
By Vincent H
•Jun 10, 2018
We better understand what is behind tensorflow after following this lesson.Thank you
By DaesooLee
•Jun 8, 2018
I'm truly saying that this professor has an amazingly soft/pleasant way of teaching.
By Vladimir
•Dec 9, 2017
Brilliant course to understand Neural Networks with great practical focus!
Thank you!
By Jorge B C
•Nov 26, 2017
Very useful guidelines to achieve successful results developing Deep Neural Networks
By Wenjie L
•Nov 21, 2017
Great course! It helped me a lot about the parameter settings to train the networks.
By Sergey D
•Sep 9, 2017
Детально разбирается материал. Очень полезная информация к дополнению первого курса.
By Vladimir I
•Sep 4, 2017
The information for a practitioner that Dr. Ng provides in this course is priceless.
By Chipo K
•Feb 5, 2022
really helpful course gives a detailed idea of what is involved in parameter tuning