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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

    Filled StarFilled StarFilled StarFilled StarFilled Star

    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:

    426 - 450 of 3,774 Reviews for Sequence Models

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    By Christian D

    •

    Nov 23, 2020

    the course is really well made, just enough theory and lots of practical labs. Although it does not go deep in the theoretical explanation, it develops intuition and triggers a curiosity to go further and continue to learn.

    Bravo!

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    By Daniel G

    •

    Mar 16, 2018

    My only constructive criticism is: more difficult homework, or more homework in general. The programming assignments seem very important for internalizing concepts, and this course covers a lot of material in a short period of time.

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    By 林越

    •

    May 20, 2022

    A very efficient way to help me go through quite a difficult course with many linear algebra. Really thanks to the super power that you empowered me.

    But why can't I find my certificate after finishing the courses with a 98% scores?

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    By KRISHNA K S

    •

    Feb 17, 2021

    It wasn't easy to finish. Comparatively 3 weeks only, but the content is hard. Compared to Computer Vision techniques, NLP techniques are harder to develop an intuition around. But a great learning experience. Interesting projects.

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    By Maria V

    •

    Jan 10, 2021

    Every course with Andrew is worth it. He is great at explaining details and providing examples even for quite complex topics.

    The most useful thing for me in Andrew's are programming assignments. I enjoyed them immensely, thank you!

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    By Jagruti P

    •

    Aug 27, 2020

    A very good course on Sequence Models starting from the basics to designing a trigger word detection model. I will surely recommend the course if you are a deep learning enthusiast or you want to brush up your skills in this field.

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    By Aliaksandr S

    •

    Oct 22, 2018

    Excellent material; though VERY dense. Notebooks still have some issues, but forums are really helpful. I feel that first 3 courses were much better prepared; though CNNs/RNNs are still super-useful despite not being 100% polished.

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    By Junliang Z

    •

    Oct 17, 2018

    Really funny section about sequence model with interesting examples, helping me to understand how to learn the pattern of sequence data and transfer it to useful information. arouse my curiosity about other application in this area

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    By Sundar S

    •

    Sep 14, 2018

    Amazing set of courses. Learned a ton of information that I will directly use at my current work and beyond. And Andrew is a fantastic teacher that really engages with his students (despite this being an on-demand online course).

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    By Nitesh B

    •

    Sep 24, 2020

    I enjoyed this course thoroughly. Excellent platform to start Deep Learning. This course has touched almost every concept of deep learning. It has provided me the solid base now I am confident enough to take it to the next level.

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    By AKSHAY K C

    •

    Mar 21, 2020

    The course was very well structured from the basics of RNN progressing slowly towards LSTM, GRU, word embedding and attention model finally. Kudos to the instructor and the team for providing such a good course on sequence models.

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    By Meer H A

    •

    Jun 2, 2019

    Thank you Andrew! Learned great things from this deep learning specialization course. The knowledge and certification I gained will help long way, in shaping my career. Thanks once again to the creators of this wonderful course :)

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    By jayshankar n

    •

    Sep 3, 2023

    Deep learning gives one a superman feeling. Math concepts behind all deep learning implementation. Andrew does great in bridging and explaining the match concepts and deep learning together. The online lab saves a lot of time.

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    By Carlos A C G

    •

    Jun 11, 2020

    Amazing job once again by Andrew and his team. The world needs much more of this! Specially more implementations that can be put into use easily in real-life apps and projects. Now we know the theory, we can put it into practice.

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    By ongole s s

    •

    May 27, 2020

    I have learnt a lot from this course and it is very interesting to be part of this course as i understood the concepts of NLP in deep learning which is the most fascinating technology to learn and implement in real world problems

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    By Sergio B S

    •

    Sep 14, 2018

    The first week of this course is maybe the most harder week of all the Deep Learning Specialization. But, with Sequence Models I have understand infinite better the great possibilities of this techniques for improving the world.

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    By Brian D

    •

    Jul 21, 2021

    Great course, programming assignments become more interesting in the later section of the specialization. Really get you thinking ! Had a lot of fun learning these skills through the entire 5 courses, would definitely recommend.

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    By Beltus N

    •

    Oct 19, 2020

    After finishing this course, I'm so fired up by the potential projects I can build with this knowledge that I feel adrenaline coursing through my veins. Thank you Prof. Andrew Ng. Thank you Deeplearning.ai team. You're the best.

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    By Shashti K N M

    •

    Jun 8, 2020

    The Course was Excellent. Sir's teaching was Excellent. I understood the techniques of Sequence Models and Natural Language Processing. The Programming Assignments were Excellent. The Deep Learning Specialization was Excellent.

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    By George Z

    •

    Sep 29, 2019

    Amazing course and what a finish line. I only with the graded assignments are revisited as few of them have bugs in them. Also I hope the Word2Vec algorithm and word embedding in general is explained better and with exact steps.

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    By Sam D

    •

    Feb 25, 2019

    Awesome course and specialization. Now, to implement everything I learned in my own programs, and of course I will be sure to revisit the videos until everything becomes second nature. Learn, program, improve and repeat. Thanks!

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    By Anurag D

    •

    Jun 24, 2021

    This course is excellent to get a start of deeplearning.

    I really emphasize this.

    Dr. Ng is an awesome professor who can simplify abstract and complex concepts to a really linear knowledge flow i.e. removed activation layer hahha

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    By himanshu g

    •

    Apr 26, 2020

    This was particularly intensive course of this whole series, learned a lot.

    Thanks to Prof. Andrew NG, accept a Natmastak Pranam from this Student of yours, will always be indebted for what I have learned here. You are the Best

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    By Rahi A

    •

    Jan 9, 2020

    I have many of books and blogs related to RNN, but was not clear and confident about it. And after studying only the first week video and lectures, I am so confident and happy that cant tell you!!! Thank you so much Andrew...;)

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    By Leonardo D

    •

    Dec 5, 2019

    It seems like there are several and very useful RNN models. Many of them are very good at specific tasks, and if you take this course you will be abe to understand and implement many of them. It was a really amazing experience.

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