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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,390 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

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.

MK

Mar 13, 2024

Cant express how thankful I am to Andrew Ng, literally thought me from start to finish when my school didnt touch about it, learn a lot and decided to use my knowledge and apply to real world projects

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526 - 550 of 3,693 Reviews for Sequence Models

By Nobhomela

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Aug 25, 2019

Very well structured course, most content does require self going over and full understanding as some concepts are not easy to grasp but nevertheless the explanations provided do help for the most part.

By Ruwan W

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May 21, 2018

Well structured course with useful programming assignments. Provides an ungraded section with advanced materials to work on, which is good for those who want to implement DL algorithms from the scratch.

By IMAD S

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Sep 29, 2023

Thank you so much Andrew for this course, I was not expecting that it will contain all this valuable information about different model architectures in NLP and the programming exercises were great too.

By Marco M

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May 8, 2023

Fantastic finish to the series. I started this course knowing nothing about sequence models and finished with enough understanding to fill-in-the-blanks building a Transformer in tensorflow. Thank you!

By Melody K

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Mar 14, 2024

Cant express how thankful I am to Andrew Ng, literally thought me from start to finish when my school didnt touch about it, learn a lot and decided to use my knowledge and apply to real world projects

By h_st

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Aug 1, 2021

I liked the profound and deep explanation of the underlying maths and the procedure of neuronal networks very much. Also to be able to programme a neuronal network on my own was really impressive.

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.