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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
29,853 ratings

About the Course

In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. By the end, you will be able to build and train Recurrent Neural Networks (RNNs) and commonly-used variants such as GRUs and LSTMs; apply RNNs to Character-level Language Modeling; gain experience with natural language processing and Word Embeddings; and use HuggingFace tokenizers and transformer models to solve different NLP tasks such as NER and Question Answering. The Deep Learning Specialization is a foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to take the definitive step in the world of AI by helping you gain the knowledge and skills to level up your career....

Top reviews

AM

Jun 30, 2019

The course is very good and has taught me the all the important concepts required to build a sequence model. The assignments are also very neatly and precisely designed for the real world application.

JY

Oct 29, 2018

The lectures covers lots of SOTA deep learning algorithms and the lectures are well-designed and easy to understand. The programming assignment is really good to enhance the understanding of lectures.

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526 - 550 of 3,621 Reviews for Sequence Models

By Gabriel A

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Jul 15, 2021

the assignments were a really good format for someone who hasn't learned how to derive wrt multiple variables. It made sense to have the formulas provided to introduce a context for me: a developer.

By christianus f

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Feb 15, 2020

One of the best thing from this class is not only we can understand the concept of RNN, LSTM, etc, but also I also get the idea about how these technique can be used in many daily life applications

By Mohamed S R I

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Oct 16, 2019

This is one of the most comprehensive yet enjoyable courses in the whole specialization! There are several assignments of practical applications. Thanks for the time and effort put into this course.

By Gyuho S

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Apr 27, 2019

So many possibilities will be presented in front of you after this course. The only limit is the boundary of my imagination and creativity, that is how I feel now upon the completion of this course.

By Prateek G

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Jan 26, 2019

This was a tough one. The specialization is well structured and slowly progresses in terms of complexity. Having worked on RNN, i thought I would ace the projects. Different story though at the end

By Arkar M A

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Mar 4, 2018

Dr. Ng and team did a great job! Dr. Ng delivered even the most complicated concepts in the most lucid way possible. Assignments created by the team are awesome and very good to work on! 5/5 course!

By PIYUSH S

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Jul 23, 2020

Such a nice instructor and very good course material to understand the basics of Deep learning. I really enjoyed this course , Thanks for making such online course for us. Once again a big thanks.

By Selina N

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Mar 31, 2020

It's an exciting course to learn about sequence models. The assignment illustrate the concept via step by step to understand how to implement how to implement the models and process the input data.

By Eleftherios M

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Jun 13, 2019

A really joyful introduction in the Sequence Models, such as RNNs, LSTM etc. Sometimes the assignments got a little hard and with patience and help from forums, it gets achievable! Thanks again! :D

By Adit M

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Jul 5, 2018

Excellent course! This course extensively covers all of the relevant areas of NLP with a strong practical element allowing you to applying Deep Learning for Sequence Models in real-world scenarios.

By 許天明

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Mar 16, 2018

"Machine Learning" by Andrew Ng is my 2nd Coursera course in 2013, and "Sequence Models - Deep Learning Specialization" is my latest Coursera course in 2018. Both are really great and very helpful.

By Aadil

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Mar 27, 2019

A great course created by Andrew Ng, with a proper proportion of theory along with practicals this course serves as a great beginning point for someone who is looking to enter in the field of NLP.

By deepak n

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Apr 28, 2018

You SAVED MY LIFE Thank you soooooooooo much!!, I am ready to give every thing I have just to thank you!!!!!!!!!!!! GOD BLESS YOU SOOOOO much ... keep contributing this world need people like you.

By Gianluca M

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Feb 3, 2023

The best course I've ever taken on Deep Learning. Full of content explain easily and intuitively. Thank to this course I learn most of the things I did not study in the normal university course.

By Max B

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Jun 22, 2020

Another absolutely unbelievable course by Andrew Ng! Phenomenal content, great delivery, engaging programming exercises and awesome real-world applications. Couldn't be happier about taking this.

By Роман Л

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Apr 26, 2020

I am very grateful to Andrew for not only explaining how it works, but also why so. This is the hardest of the five deeplearning.ai courses, but it is a great pleasure to understand LSTM and GRU.

By eon t

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Mar 20, 2020

great and very helpful. i think the 5th course is a little bit difficult than the previous 4 courses and take need some basic knowledge about keras. but you can also learn a lot with this course.

By Nadia C

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Jun 14, 2018

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.

By Deborah M

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Sep 21, 2022

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.

By claudia i r m

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Sep 5, 2022

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.

By Shankar M

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May 23, 2020

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!

By Sojung N

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Sep 11, 2022

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!

By kiran g

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Jul 14, 2020

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.

By Abhinand J

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May 19, 2020

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.