Learner Reviews & Feedback for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization by DeepLearning.AI
About the Course
Top reviews
NC
Aug 18, 2017
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.
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 - 1550 of 7,283 Reviews for Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
By Prosenjit D
âąDec 5, 2019
Very good course, helps develop actual concepts by implementing a deep neural net just in python and not using any framework.
By Ankit K S
âąNov 30, 2019
Wonderful explanation of optimization algorithms, hyper-parameter tuning and regularization.
Great introduction to TensorFlow.
By èĄéçż
âąJul 10, 2019
I hope you guys could improve the hardness of the programming assignments. They seem to be a little easy compared to quizzes.
By sudheer n
âąJun 17, 2019
As usual, Andrew Ng has explained the concepts in the simplest way possible. A little work outside the course can help a lot.
By Arpit J
âąDec 16, 2018
This course gives a thorough intuition about the hyperparameters and how to regularise them. Brilliant work by Andrew Ng sir.
By Mahesh
âąSep 16, 2018
Appreciate the course videos. They dont demand prior knowledge of machine learning.
The assignments gives hands on experience.
By Shravankumar S
âąJun 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 :)
By Xiaoyuan C
âąOct 28, 2017
The greatest course I have ever taken! So grateful to Andrew and your team to make the studying so interesting and rewarding!
By Bilel B
âąFeb 5, 2021
De nombreuses techniques trÚs utiles pour accélérer l'apprentissage de son réseau de neurones et éviter le sur-apprentissage
By Prem O
âąOct 25, 2020
The course helped me get a better understanding of different optimizers and how to handle the hyperparameter tuning process.
By Pedro V
âąJun 5, 2020
this course is very good to introduce you to concepts such as hyperparameters optimization and frameworks such as Tensorflow
By Vimal P S
âąMay 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.
By Marc M
âąApr 29, 2020
Muy buena y muy Ăștil la practica esta bien aunque creo que lo de tensorflow es muy Ăștil y quizĂĄs deberĂa tener mĂĄs presencia
By Augusto R
âąApr 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
By James G
âąJan 12, 2019
The focus on building "intuitions" behind the math has been a refreshing approach to learning material like this. Thank you!
By YiXiang Z
âąDec 31, 2018
Very good introductory material on regularization and optimization. Also introduction to tensorflow as frameworks is spot-on
By Pedro H
âąDec 6, 2018
Great follow up course in this specialization, which introduces critical concepts to improve and design your neural network.
By Khoo T S
âąNov 14, 2018
Great course. I've learnt a lot on hyperparameter tuning and optimization strategies. The Tensorflow makes coding simpler :)
By Colin F
âąJun 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.
By Pier L L
âąDec 31, 2017
Good course with excellent rules of thumb and principles to improve your DL performance and your parameter tuning procedure.
By Ye W
âąNov 2, 2017
Andrew did a great job in explaining the intuition behind optimization algorithms such as SGD, SGD with momentum, Adam, etc.
By David F
âąOct 5, 2017
Good pace, thoughtful video instruction, and helpful assignments. Even without a CS background, the concepts were very clear
By Kazutoshi S
âąOct 3, 2017
I think there are some typos in assignments but this is the most useful course for learning Tensorflow modules on the earth.
By Harshit S
âąDec 10, 2020
It really helped to brush up my deep learning concepts and I always enjoy learning from Andrew's lectures.Thanks Coursera!!
By Learner
âąSep 22, 2020
Very good and learning from scratch is very exciting to work on. Thanks Andrew and team for this wonderful course materials