Learner Reviews & Feedback for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization by DeepLearning.AI
About the Course
Top reviews
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.
NC
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Yet another excellent course by Professor Ng! Really helped me gain a detailed understanding of optimization techniques such as RMSprop and Adam, as well as the inner workings of batch normalization.
6626 - 6650 of 7,238 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
By Sanket D
•Jun 5, 2020
It could be updated to include more of the newer optimizations such as Bayesian optimization.
By Hakob J
•Oct 11, 2017
It is very helpful course both for theoretical and practical aspects of Hyperparameter tuning
By Juan A M C
•Jan 15, 2021
Me llevo un tiempo, pero lo logre. Ahora a jugar con algunos datos y mejorar los resultados.
By manpreet s
•Oct 3, 2018
good course, easy to understand and very nicely explained concepts about the neural networks
By Leonid
•Oct 5, 2017
It seems the major part of this course is taken from the original "Machine Learning" course.
By Dhatri M
•Jun 24, 2023
The content was taught in a way that made it easy to follow, the assignments were good too.
By Mahmoud M
•Feb 10, 2022
its a great course and it delivers a lot of information in a short time and that's amazing
By Chowdepalli R R
•Jul 20, 2020
tensor flow is not understood properly else the course is very good and clean to understand
By 杨之龙
•Apr 4, 2018
I have to complain why dont accompany videos with quiz and notes just like the ML coursera.
By Hyatt B
•Jan 9, 2018
Content great! I'm not convinced Jupyter notebooks are the best approach for this material.
By Joe S
•Jan 6, 2021
A good course that provides a lot of insight into how to improve upon Deep Neural Networks
By Yen L B
•Aug 31, 2018
Good explanations. But tutorials can be improved to demonstrate the various tuning effects
By Surya J
•Apr 22, 2019
Great course to build intuition about tuning NN. Solid Foundation in very short duration.
By Kritika A
•Mar 25, 2019
There was a lot of hand holding in programming assignments. It needs to be more rigorous.
By Vasilis S
•Sep 26, 2018
Very informative course. The assignments are too trivial. Could've been more challenging.
By David D
•Oct 7, 2017
Last programming assignments had some errors in them that could've easily been corrected.
By Pradeep S
•Aug 6, 2023
Great course to get the basics of neural networks and deep learning as solid foundation.
By Bhargav R
•May 21, 2020
Great content. Filled with rich techniques to improve models, hyperparameter tuning etc.
By Václav R
•Feb 14, 2019
Could have focused a bit more on the tensorflow. Other than that - Great course, thanks!
By Rajiv C
•Aug 25, 2017
It was fun to get to know other optimization techniques and how to speed up the network.
By Prajwal M H (
•Apr 21, 2020
The difficulty of the course is medium. More time should be spent by learners for this
By Andrew W
•Jul 29, 2019
Felt fast faced. But a good introduction to neural network hyperparameter optimization.
By Gaurav B
•Nov 13, 2018
Course was really good, but I feel in tenserflow regularization should also be covered.
By Ahmed A
•Oct 28, 2018
The course was very informative but the tensorflow notebook was buggy and needs fixing.
By Arjan G
•Dec 7, 2017
Good course, but still has some minor issues in the assignments that needs to be fixed.