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    Back to Sequence Models

    Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

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    4.8
    stars
    30,832 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 ...
    ...

    Top reviews

    MK

    Mar 14, 2024

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    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

    JY

    Oct 30, 2018

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    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.

    Filter by:

    501 - 525 of 3,774 Reviews for Sequence Models

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    By Zachary M

    •

    Feb 19, 2018

    Thanks for taking the time to put this together! It was very helpful, and I've gone from total ML newbie to confidently creating my own useful models and applications. I recommend this course on a regular basis.

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    By Harshavardhan S

    •

    Feb 10, 2018

    A Brilliant Course!!! I got to learn a lot very efficiently about Recurrent Neural Networks!!! Thank you so much deeplearning.ai!!!

    I learnt a lot through the programming assignments!! Beautifully created course!!!

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    By Ananya R

    •

    Jan 27, 2019

    Great Course, just like the rest in the specialisation! Really like the method of teaching!! Some sections of the assignment were coded before hand but would have been nice to be able to code them as well. Thanks

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    By ABY P

    •

    Jul 26, 2020

    This is how a course needs to design, hats off guys a proper mathematical explanation for intuition. Andrew ng he has special quality how to draw students if topics are too hard that's what a good teacher needs.

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    By Anjali M

    •

    Jul 21, 2020

    Dr. Andrew is the best instructor! The course not just covers the conceptual understanding but also connects you to everything that has happened/ is happening in the particular field, and the "Heroes" of course!

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    By Kevin R

    •

    Mar 28, 2020

    Overall the course was quite satisfactory and exhaustive learning. The explanation of professor Andrew Ng was very simple and understandable. I loved learning the course and completed it way before the due date.

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    By Omar R

    •

    Aug 12, 2019

    Excellent course both in terms of content and the tools provided! Of course, you've got to put the effort to understand what's going on and pull together the bigger picture, especially in the weekly assignments.

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    By Mohamed H

    •

    Aug 12, 2022

    This is an excellent course. The lecturers are clear and informative. The programming projects are well designed to teach learners basic concepts without drowning in too much details. Thanks for the great work.

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    By Mehregan K

    •

    Dec 15, 2019

    This is just the beginning. you will have a flashlight, a rope, and some other necessary stuff. you might need to build necessary stuff and keep hiking. Enjoy learning basics of hiking from best hiker (prof NG)

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    By Adam P

    •

    May 22, 2020

    Everything from the basic concepts such as GRUs and LSTMs to audio and language applications explained perfectly and simply in such a way that even a high school student like me could understand it. Thank you!

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    By Amine D

    •

    Apr 2, 2020

    This is is a very good cutting edge course. I would like to have less ' help' in the programming assignments or replicate the CNN course by implementing research paper algorithms. ALL in ALL great great course

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    By Govind S

    •

    Jun 26, 2020

    This series is a gem. Although, I have build some Deep Learning Models, this course provided me an in-depth knowledge of 'What, How and Why'. It enhanced my theoretical underpinnings of learning astoundingly.

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    By Abdelkader B

    •

    Jun 3, 2020

    this course is an excellent introduction in Sequence models and RNN, it helped me a lot as all the course in the specialisation.

    thank you Andrew and all the stuff that contribute to the success of this course

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    By Umair H

    •

    Mar 27, 2025

    very good course that i need ad aiashkal fnsafk asnf klan asklf nasfk asnf kasfj nasklf naskfl asnf klasfn aslkfn asklf naklzdvjnakls KLSANSKF SN KFNAKSFN SK FNSK FNASK FASNF KASFN ASKFN ASKFN ASKFNKAS NFKAS

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    By Srividhya S

    •

    May 27, 2022

    I loved the graded coding exercises. Took forever for a noob like me to understand few points, but I eventually did. And it made all the difference. Thank you for creating such a well drafted course ! Cheers

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    By Khoong L E

    •

    Oct 4, 2020

    After several months of completing this specialization, I will still come back to refresh and further strengthen my understanding via Andrew's excellent explanation on the topics. Thanks Andrew and his team!

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    By Zhanlue Z

    •

    Apr 18, 2018

    The programming assignments are well designed and very practical. Finishing them is the best way to learn the techniques. This is the best class and recommend it to anyone who wants to learn sequence models.

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    By Jaume

    •

    Oct 15, 2022

    Hard sometimes for someone how is not familiar with Python to understand how an object is the class is called. I would be nice if there were some examples, what it means and how it works to call an object.

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    By 曹杰

    •

    Apr 25, 2020

    Great course. Although it is a little hard to grasp what RNN is doing from the beginning. It would be helpful if there's a simple demonstration what each step of RNN is doing at the beginning of the course.

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    By Yi X C

    •

    Dec 1, 2018

    Amazing course. Amazing explanation of how Sequence Models work in a very intuitive and practical way. Amazing code examples - learnt a lot. Oh just one note though -- Durian is from Malaysia not Singapore!

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    By Davide C

    •

    Apr 3, 2018

    I have to admit that this, together with the 4th course, was the most difficult one. However, I definitely learnt a lot from this course. Thank you very much to Prof. Andrew Ng and his assistant professors.

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    By Eyad E

    •

    Feb 22, 2018

    Excellent course, just like all other courses of this specialisation. I highly recommend the whole specialisation for any one serious about DL. Thanks Prof Ng and thanks for his team for such great efforts.

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    By Thomás I

    •

    Feb 25, 2023

    I certainly feel I learned a lot from these courses, and have already applied quite a bit of what I have learned in my job. Thank you for offering this specialization, and thank you to all the instructors!

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    By YeLwinOo

    •

    Sep 27, 2020

    I have just finished the whole Deep Learning Specialization. Andrew Ng is an awesome teacher. He is one of my heros, too. For AI enthusiasts like me, this specialization is one of the best choice to learn.

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    By Elias A

    •

    Jul 4, 2020

    I seriously didn't want this to end. Completing this specialization has been a joy from the beginning. Prof. Ng is absolutely brilliant and one of the best educators I have had the pleasure to study under.

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