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.
By Karthik K M
•Oct 11, 2019
Awesome course to know about the hyperparameters and their tuning and its importance while training the network.
By Suvansh B
•Sep 15, 2019
Its a great course for learning optimization techniques which are very well explained with the math behind them.
By adolfo b
•Aug 28, 2019
Great course. I now have a better understanding of the process of fine tuning a model to maximize its accuracy.
By Christian V
•Jul 15, 2019
Perhaps more examples of tensor overflow with direct implementation of neural networks provided by the framework
By Jorge M G O
•Jun 2, 2019
Estoy muy emocionado por los cursos de la especializacion, he aprendido bastante. Le agradezco a deeplearning.ai
By Hanna P
•May 6, 2019
Highly useful course. Complex concepts are explained in a structured way which makes them easily understandable.
By pochadri a
•Jan 27, 2019
very good understanding of the hyperparameters for various optimization algos is given, with very good intution.
By Mike I
•Aug 24, 2018
Was insightful and excellent. Looking forward to immediately learn the next course as I implement the knowledge.
By SHENGCHAO Z
•May 6, 2018
Good Course! But for the last week's assignment, more details and instructions needed for the Tensorflow syntax.
By Kranti A
•Mar 4, 2018
Thanks for clear explanation and for good content, helped me to understand and learn how to improve Optimization
By 박석 / P S
•Dec 26, 2017
It was very helpful to grasp the differences in the concept of 'Normalization, Regularization and Optimization'
By Vito D
•Sep 18, 2017
Excellent course, updated my knowledge of gradient descent optimization techniques, introduced me to tensorflow.
By Tianyue Z
•Sep 11, 2017
introduced different aspects of how to improve the performance of NN. For beginners like me, it is very helpful.
By Amalka W
•Sep 2, 2017
This course teach how to tune the deep neural network which is one of the most important aspect of deep learning
By Dan H
•Feb 28, 2021
Excellent and detailed. Really gives intuitive understanding of how your optimisations work behind the scenes.
By Navneet N
•Sep 28, 2020
This course is beautifully designed and practice and lab assignments take us on a journey from root to the top.
By Gokul S
•Jul 31, 2020
The Intricacies of Fine Tuning a model to ooze out performance from is conveyed quite clearly from this course.
By DUDHAVAT K M
•Jun 14, 2020
I really like the way Andrew explains the reason behind each type of algorithm and when to use it in our model.
By Andy W
•Jun 13, 2020
Better than the previous course. I would recommend if you are more likely to apply what you learn into practice
By Pree R
•Feb 20, 2020
This is a great course designed to give students proper insight into the hyperparameters & their tuning methods
By Aamir I
•Jul 15, 2019
I am delighted to have completed this course, now I know how Hyperparametrs actually work and how to tune them.
By William F
•Feb 17, 2019
Good solid theory and practice advancing my understanding of deep learning and an effective intro to TensorFlow
By Yi X C
•Oct 25, 2018
Amazing simple explanation by Andrew Ng and easy to follow practice. Very much needed for the busy practitioner
By Trần N M H
•Sep 4, 2018
This is an amazing course! It introduced me a lot of knowledge and techniques to improve a Deep Neural Network.
By Dheeraj B
•Nov 21, 2017
Great material very informative and brisk pace of learning keeps you engaged and learning new things all along.