Excellent course after the preliminary one. You get used to the style of programming that is intended to be the best for someone who's starting out. Can't wait to go to the next one!

great course. Love the instructor. Andrew Explained stuff so better than other literature available on internet. learned a lot about optimization. thanks for such a wonderful course.

Improving my Knowledge using this course. I am happy to be able to learn these course materials by Honorable Andrew Ng.

Thank you for such a good effort for passing on your knowledge.

Fantastic course. I love how much high-level intuition Andrew aims to convey, without leaving out any of the low-level details that I consider completely crucial to my understanding.

This course is one of the most important for actually doing deep learning. I also liked the hands-on exercises that (again) improved my knowledge of things like numpy and tensorflow.

This continues to be a very well done series of courses. The sections are cohesive and grouped in a way that makes it easy to learn the concepts needed before progressing. Thank you!

A great value addition to the first deep learning course in the module. I liked going into the details of hyperparameters and good way to get started with tensorflows. Just loved it!

Hyperparameter tuning and selection of the best learning algorithm are topics which are frequently less understood. This course teaches a systematic approach to thinking about these.

This course gives me a deep understanding of how to tune hyper parameter, how to implement regularization and optimization. It really makes me move a big step forward in the AI way.

This course alongside the whole specialization helped me a lot with my bachelor's thesis! I thank Andrew and deeplearning.ai for all of the excellent information they have provided!

The course is fruitful, it contains a lot of valuable contents. I feel like it's useful for ML in general not just NN. It's totally recommended for anyone interested in applying NN.

Great in-depth lectures, with lots of example. I am able to understand the core concepts and with tensorflow will be able to implement them as well.

Thanks a lot to to the instructor

Give good understanding about optimization of Neural Networks. Covers almost all the techniques required for beginners.Better If you can update the course to include new algorithms.

It was extremely helpful for me to prepare a strong base towards neural networks. Thank you for much needed intro on Tensorflow. I feel more confident on working with ML frameworks.

Yet an amazing course by deeplearning.ai. The course transfers practical aspects of machine learning of optimizing neural nets to using the industry relevant framework - TensorFlow.

This course is a must-do for deep learning practitioners as it teaches about the most important parts of deep learning which are essential to understand to build an efficient model.

Very helpful for if you like to apply NNs. Gives a good overview about what is really effective for learning. A well balanced insight into essential and effective tuning algorithms.

Great course but it's not well covered the use of dev set data in the code exercises. Cross Validation is not teach how to code so there is a gap between theory and coding practice.

The course is a master piece of details on how to build a highly optimized neural network. Great Course. Highly Recommended to anyone who wants to get in the field of Deep Learning.

good for developer in any kind. I am from Taipei, Taiwan. These courses give me a better understanding how hyperparameter and Tensorflow works. can't wait to go to the next course!

The course was really informative. I learnt a lot about deep neural networks and hyper parameter tuning. It gave good brief introduction to tensor flow framework for deep learning.

Very good and well structured course with practice exercises. Learned in detail how various things work behind the lines of code. Very useful and conceptual. I highly recommend it.

Very instructive. Although I've being using deep learning and tensorflow for a long time and doing research in this field, I still learn something. Andrew Ng himeself is the brand.

I think for the final training model of last programming assignment, the teacher should teach more about how to write that model, not just give it way the whole model. Thank you.

Extremelly complete course, giving an extense overview about neural networks initialization, parameters, optimizer algorithms and an short overview about Deep Learning Frameworks.