More lectures are needed in the sequence models to make these models or ideas clear to deep learning learners. I found this course is the most difficult one to follow in this series even if I got quite a lot experience on time series topics.

It was a great learning experience. Thanks Andrew Ng for the wonderful content. However, there are still some mistakes in the programming assignment such as in the expected output of 3rd assignment. Kindly correct it. Overall very satisfying!

The course is superbly organized and there is a lot of material covered. I recommend it to everyone. However, one has to count with progressively more difficult assingments. Especially the last one on Transformers was really, really tought.

It's an amazing course, the video lectures are fruitful and the contents of the courses are well designed, the instructor is talented and his explanations are extremely helpful, it's one of the best courses taught on keras!

Thank you so much!

Great course! I feel some great accomplishment having finished this specialization I began 2 months ago. This one course could use a bit more of Keras hints or optional Keras course for those who do not have a regular use of the framework.

This course is great if you want to know about sequence models for areas like nlp and speech recognition. They provide assignments that is solvable and their forum is active, and you can always find people solved your confuse on assignments.

The video lectures are awesome. But the project is too fast-paced. I feel I am just following the instruction and keras doc, instead of understanding how keras works. Testing me how to create dict in Python didn't make me feel happy. Thanks!

I think considering the other courses, Sequence Model course was a little bit faster and it covered a lot of topics, so it was a little tough to keep up. But what I learnt was quite a lot and I think it is is quit a very good course indeed.

I am grateful to coursera courses .these course just amazing and excellent course in deep learning .Prof Andrew sir the way of delivery and explaination of concept really excellent .Thank you all really i enjoyed this course

Thank you all

Great course: material, instructor, assignments, everything! Perfect way to introduce or consolidate your knowledge in recurrent neural networks to model sequence data with a really strong component of direct industry-relevant application.

Well structured and easy to comprehend.

Mr Andrew Ng and team has organised the course in the best way.

Through this course I get new theory and programming experience for my self.

The exercise is fun like naming dinosaur

Thanks after all

It was too much of a roller coaster journey. The content was rich and tough as well. But in the end I did feel I had done something. The assignment instructions in the workbook could be better as some of the instructions are really vague.

Feels great to complete this wonderful journey. Once again thank you Andrew Sir for creating this type of novel courses, great to have you as an instructor. Hope I someday would build a great model of my own, and get a chance to meet you!

Very good, by necessity it's a little hand-holdey but otherwise it would take an unreasonable amount of time to cover the material. Hopefully I'll be able to leverage the background i gained in the specialization in future job experience.

Excellent Overview of Deep Learning. I did a PhD in AI 30 years ago and this was a great introduction to the latest research. I highly recommend to beginners and old timers like me to get up to date on the latest research and techniques.

This course give me opportunities to dive in to RNN and other architectures relating to NLP. Although it is a little bit tougher than 4 previous courses (in this specialization), it provides several interesting applications in real life.

This is perhaps the toughest one so far. I still feel happy to see that NLP revolutionised deep learning. Things like attention and transformers were created for NLP tasks and now they play a major role in every branch of deep learning

I think it is the best courses designed so far. Gives you exactly the appropriate amount of information needed to understand basics behind sequence models. A must do course for all the students who want to pursue a career in this field.

Andrew Ng does an excellent job of explaining and teaching various sequence models in a format that any layman can understand. I really enjoyed this course and look forward to taking more corses with Mr. Ng and his staff in the future.

Finally, I finished all the courses of the specialization within 4 weeks! Great courses, and I will recommend everyone I met who wants to learn ML and DL to go and see this series of courses. Thank Andrew Ng and course assistant as lot!

Excellent course! Andrew Ng simplifies complex sequence models like RNNs and Transformers with clear explanations and practical exercises. A must for NLP and time-series enthusiasts—though a minor update on LLMs would make it perfect!

This is my last course of deep learning specialization class. I've learned the hottest topics in AI fields. I am really appreciate the Prof. Ng for his wonderful teaching and excellent lectures and hard work. Thanks a lot to COURSERA.

Excellent course. The instructor is able to teach difficult concepts in a very simple way which make them very easy to understand. Enjoyed the programming assignments. Looking forward to any course Andrew Ng might teach in the future.

¡Excelente curso! Llegar hasta acá haciendo la especialización vale el esfuerzo. Andrew Ng como siempre un gran maestro.

Excellent course! Getting here doing the specialization is worth the effort. Andrew Ng as always a great teacher.

Amazing course, highly recommended for learning about sequence models. It also covers transformers which are a relatively new topic. The labs also give you a a great introduction to using tensorflow to create and train your models.