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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:

    876 - 900 of 3,774 Reviews for Sequence Models

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    By Jiayi H

    •

    Feb 24, 2018

    wonderful course give the most up to date and hands on experience. I will highly recommend it. The program assignment is a true gem.

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    By Nikhil M V

    •

    Feb 16, 2018

    Super. I have taken lots of courses at Universities and online. The Deep Learning courses were the best ever. Thanks a lot Prof. Ng.

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    By todor m

    •

    Aug 25, 2022

    Maybe one of the best explanations of Transformers and Self Attention I've seen so far. Recommended for everyone interested in NLP.

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    By Ivan B

    •

    May 20, 2022

    I was a useful course in general, but a bit general. The seed is there, it is our responsibility to keep growing in knowledge of AI

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    By Dr. R C

    •

    Sep 21, 2020

    A very well designed course. It has helped me overcome my fear of this particular topic. It was great learning from Prof. Andrew Ng

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    By Sudarsaan A

    •

    Jul 15, 2020

    Course was amazing, Gave a pretty deep understanding about sequence models. Andrew Sir never fails to give us a quality education.

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    By Santiago A A

    •

    Jun 23, 2020

    Very nice introduction to sequence models with useful videos and practice cases. It will definitely help me break the ice with RNN.

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    By Ismael d J Á U

    •

    May 20, 2020

    This course teach you new skills in the field of Recurrent Neural Networks and some advice to get better results in your models :).

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    By Luke R

    •

    Feb 27, 2020

    Great course touching on all important aspects in an approachable way - and with fun and educational exercises. Highly recommended.

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    By Sonal K

    •

    Dec 20, 2018

    This is an awesome course to give a ample intuition about RNNs. A bit tougher than the rest of the 4 courses but indeed a good one.

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    By Amit B

    •

    Nov 18, 2018

    Really great and fun course! (as well as this entire specialization)

    I feel like I've learned and accomplished so much.

    Thank you! :)

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    By Galley D

    •

    Nov 2, 2018

    Again a great course from Andrew Ng. Simplicity, clarity and fun assignments. Thanks to all the team who made this course such fun!

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    By Navid K

    •

    Apr 15, 2018

    very well structured course, awesome lectures and explanations by Prof. Andrew.

    I'd highly recommend this course and specialization.

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    By Jun W

    •

    Feb 14, 2018

    Thank you, Andrew. Like those legendary masters, you taught us not only the super power but also the ethics of using it. Thank you!

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    By Oliver R

    •

    Feb 11, 2021

    The Deep Learning specialization gives a great comprehensive view of and a professional introduction into the main AI disciplines!

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    By Alan K F G

    •

    Oct 11, 2020

    I could learn Attention and Sequence models in a quite easier way. The instructors really put their best in the lectures and labs.

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    By Xia H

    •

    Aug 14, 2019

    Very informative and great lectures like always! I learned a lot important things about sequence models. Thank you Prof. Ng again!

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    By Colin J

    •

    Jun 2, 2019

    Fantastic introduction to RNNs, LSTM, etc. Very accessible material but detailed enough to take it away and use it. Thanks Andrew!

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    By Michał K

    •

    Dec 15, 2018

    Very good course to start dealing with RNN's.

    Thank You Andrew for Your whole specialization. Now i feel like a superhero on a rise

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    By rahul s

    •

    Jun 13, 2018

    Great assignments! good hands-on coverage of basic python, high-level Keras and low level TensorFlow frameworks for Deep Learning.

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    By RB

    •

    Mar 16, 2018

    Excellent course to learn about speech recognition and translation! This has been an excellent 5-course journey. Good luck to all!

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    By Robinson M

    •

    Dec 2, 2023

    Excelente curso, explica en forma clara y precisa los modelos de secuencia. El mejor curso que he tomado de modelos secuenciales.

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    By Parth V

    •

    May 26, 2022

    Very well structured course and kind of made me comfortable with DL terminology. Cant wait to start a career as a Data Scientist.

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    By Piyas C

    •

    Aug 25, 2020

    Thank you, Professor Andrew Ng, for this nice and excellent specialization course with wonderful and constructive lecture videos.

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    By Sreenivas M

    •

    Feb 18, 2020

    Most fun and toughest course of the lot. Text data is always more complex, hard to analyse and model in comparison to image data.

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