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 yuji w
•Oct 4, 2017
It is great to extend my knowledge on deep learning, neural networks. It is also nice to touch on to see a bit of tensorflow aspect of deep learning.
By Eric B
•Mar 3, 2021
Professor Ng provides a good overview of the various hyperparameters and guidance from experience on how to proceed with their selection and tuning.
By Aadith K
•Oct 4, 2019
This course is a natural continuation to the first course in the Deep Learning specialization! I had a lot of fun doing the programming assignments.
By Abdirahman A
•Sep 20, 2019
Short course, but a good introduction to the topic. To get a good understanding of certain topics however I felt its necessary to some extra reading
By 王浩礴
•Jun 3, 2019
a good overview of some of the hyperparameters tuning in deep learning that normally will not tell in class. Also introduce the basics of tensorflow
By saurabh k
•May 8, 2019
As Always I am highly convinced by the teaching and course content. It is always a pleasure to learn from Andrew Ng himself and make best out of it.
By Emmanuel A
•Jan 13, 2019
Andrew Ng gives practical tips to improve a deep neural network but also the theory behind. I highly recommend this course for every ML enthusiasts!
By Caner Ö
•Aug 30, 2018
I didn't know about the importance of gradient checking and some practical uses of TF, before I was beginning this course. Thank you deeplearning.ai
By Chris Y
•Dec 26, 2020
Great content. Overall the homework is not challenging but serves the purpose well to help you understand thought the knowledge taught in lectures.
By 17DIT018 N K
•Jul 27, 2020
This course helps a lot in learning how to optimise the algorithm and how to deal with both training and testing accuracy and apply it practically.
By Helmuth T
•May 27, 2020
Excellent course. As always, Andrew Ng taks a set of complex concepts and explains them brilliantly, making them easy to understand. He is amazing!
By Kaivalya B
•May 8, 2020
The explanation of maths could've been better in reading notes or something after video. Overall as usual brilliantly explained by Prof. Andrew Ng.
By Neelesh A
•Jan 31, 2020
Absolutely elegantly done by Prof. Andrew Ng. Have become a Deep Learning addict, thanks to the professor. Eagerly looking forward to the next one!
By Mokshda S
•Jun 21, 2019
Really helpful course .I was provided with proper guidance and I would recommend this course for improving knowledge in the field of deep learning.
By Arun K M
•Apr 3, 2019
The course modules were very well paced, with details as well as the programming of specific aspects of deep learning clearly explained. Thank you!
By Ravi S K
•Oct 3, 2018
Prof. Andrew is an excellent teacher. His lectures engage the students to keep going; he also encourages the students to complete their coursework.
By Ashwin G D
•Sep 25, 2018
A very good course to learn optimization in Deep Neural Networks. It provides the knowledge in both, broader dimension as well as deeper dimension.
By Viktor P
•Apr 6, 2018
A very well-structured and entertaining course. Programming assignments are prepared well, so you don't have to spend a lot of time with debugging.
By Tinsae G A
•Feb 10, 2018
It was challenging; more math, more algorithms, and tougher assignments were involved. I liked it anyways; because challenge creates more learning.
By Deleted A
•Feb 8, 2018
Great lectures as usual, in style and coverage. Quite a bit of hand-holding in programming exercises, which cuts both ways (positive and negative).
By Shardul L
•Dec 9, 2017
Got a hands on experience with Tensorflow. Must learn course. All the pieces start falling together when you try Tensorflow programming assignment.
By Rizwan M
•Nov 21, 2017
A very important course for developing efficient deep learning models. Andrew's explanations made it really simple to grasp these complex concepts.
By Balakrishnan
•Sep 29, 2017
As usual, Andrew has designed a great detailed course about the NN tuning, regularization and optimization. Looking forwar for the other courses :)
By Julio C B
•Nov 27, 2022
Muy buena gradación en la incorporación de los contenidos. Abre la posibilidad de profundizar más los conocimientos y aplicar en ejemplos diversos
By Rohit V
•Aug 29, 2020
I am very happy to take this course and there was a lot of learning in this journey.
I thank Andrew Ng for all your effort in creating this course.