Very good course that show you some insight on thing that it would take a lot of time if you experience it by yourself.

A very good course for someone who wants to understand the fundamentals of deep learning. Also, very apt for beginners.

Nice course for beginners in Deep learning and a good introduction was provided for deep learning framework TensorFlow.

Ce cours est une étape très intéressant dans cette spécialisation. Je le conseille vivement aux apprentis. Bon lecture.

It really help solve a lot of question about how to improve dnn. Through this course, I learn basic knowledge about tf.

Initially, I thought that this course is not important for this specialization but ut turned to be an important course.

Well-structured course that gives you some very good insights into how hyperparameters are handled within deep learning

great course - program assignments can be a bit harder... plus, maybe more tensorflow assignments can be really useful

This course was great, I had some knowledge about the topic but I still learned a lot. Thanks Andrew and all your team.

Overall very good course where you quickly gain an overview of current optimization techniques for Deep Neural Networks

Loved this installment to the specialization. Excited to explore other frameworks and applications. Highly recommended!

Very good, just like the first course in this specliazation and very recommend for whom that interest in Deep Learning.

Great course, only remark, perhaps provide a diagram when to do what, high variance this are the options hight bias ...

Concise and interesting course. Lectures and assignments have clarity and simplicity making this course easy to learn.

Concise explanation, Good intuition behind the mechanisms. Just lack a little up on the edge coding/project assignment

Great topics and very nice project at the end of week 3. As always, amazing content from DeepLearning.AI and Andrew Ng

the course was perfectly managed, the assignments idea and mode is amazing for intermediate learners of deep learning.

this course contains all the underlying mathematical concepts of various extremely necessary deep learning algorithms.

Clear and to the point. I think links to more formal research articles / Mathematical justification could be provided.

Excellent and comprehensive teaching helped a lot in learning the hyperparater tuning . and all the relevant concepts.

loved the use of tensorflow finally it was explained with simplicity and gave me the intro i need for this framework

couldn't get better! Very well explained by Professor Andrew Ng how we can increase the performance of the deep nets .

Great Course. Great Instructor. I finished it in 1 week. I love that in the final assignment we get to use TensorFlow.

Exceptional insight on how Deep model work. The part on hyperparameters is simple and exceptional. Great introduction.

Thanks for the wonderful course. The 'learning_rate' of the course was great. And thanks for free auditing this course