Now I know what those famous LSTM are all about! Great introduction to recurrent neural networks, absolute requirement for NLP, speech recognition, sentence generation and many more applications.

A really great course that takes you through the inner working of most deep learning models. I really enjoyed the course and I am looking forward to learning more from the deeplearning.ai team.

This whole course was an incredible learning experience on topics that I had no major references, this allowed me to open my mind to a totally unknown world full of opportunities and challenges.

Really, what you have done throughout this specialization is truly magical! Taking this course was the best thing that could have happened in my life as a learner! Thank you, Andrew NG and team!

The detailed details and resources provided in labs and lecture is very helpful and the tutor Andrew Ng is very good and mentions each and every details with the research details which is great

Excellent course on Machine Learning Entry & Advancement. I've gained so much intuition with depth so much. I'm sure this course is gonna be the fundamental stone on my machine learning career!

taught in an exceptional way, foundations were explained in step by step manner. Will recommend those want to learn latest techniques in voice detection, trigger response and voice assistance.

Andrew Ng's amazing teaching is the only reason I took this course and I am not disappointed at all. Well structured course with great programming exercises relevant to real world applications.

The course is really effective both on theoretical and the practical part. All the main topic for sequence models have been presented in an intriguing and clear manner. Congratulations to all.

Great introduction to practical Keras-based deep learning algorithms, studies, techniques and delivered using Jupyter notebooks. Couldn't ask for a better approach to teaching machine learning

Great course for learning about how to deal with sequential data. I really enjoyed it. You can read the keras documentation for the programming exercises in case you are not familiar with it.

Just finished the entire course. I learned a lot. I do believe that they give you too much clues during the exercises, but since I've never used python before, I don't really mind. Thank you!

Best Course I have ever completed. The lectures were very engaging and would give you through insight of the problems. Various ideas and their application was depicted in very beautiful ways.

Great course! As usual, very clear and detailed explanation, break down tough concepts into simpler terms. I've learnt a lot from the course. Thank you so much, Prof. Andrew Ng and your team!

Very thankful to Professor Andrew and course instructors and mentors.

I have learned a lot and feel very confident going forward applying the deep learning skills I have learnt. THANK YOU !!!

It's all you need if you want to understand the background of all novel AI products such as ChatGPT. As well as the instructor and the activities are really interesting and enough difficult.

Once again great quality material delivered by Mr. Ng. Dives quite deep with hands-on practice and provides additional pointers for people who want to go on to an even deeper understanding.

Amazing course, just like the previous 4 of the specialization. Sir Andrew Ng has simplified and helped implement deep learning in a really helpful way. Grateful to have such a great teacher

This course was my favourite and definitely the most challenging. Every course with Andrew Ng is amazing. Thank you and I will continue to take more courses in this area of specialization.

The sequence model course is good , but compared to the convolutional neural net course it somewhat lacking in the content. But overall the concepts and assignments are good and challenging.

All the contents are very nice and understandable. Quiz ,Lab and Assignments are useful for understand the implementations and development. Thank you Andrew sir for this wonderful contents.

This course is harder than course 1, 2 & 4. Especially for the assignments of week 1, I spent far more than 4 hours to complete.

It is better to provide more contents on Speech Recognition.

The best specialization ever! thank you for all the dedicated people behind these courses and thanks Andrew Ng for explaining all the materials in the most enjoyable and easy way possible.

This Course was a nice introduction to Sequence-To-Sequence Models, where we learned about applications involving speech recognition, machine translation, & captioning of images or videos.