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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,231 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

EM

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

CD

Sep 28, 2018

Great hands on instruction on how RNNs work and how they are used to solve real problems. It was particularly useful to use Conv1D, Bidirectional and Attention layers into RNNs and see how they work.

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2601 - 2625 of 3,842 Reviews for Sequence Models

By Poorna J

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Jun 26, 2019

Great Course

By Vishnu N S

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Apr 25, 2019

Great Course

By Haoqiu W

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Apr 5, 2019

nice teacher

By Camilo G

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Mar 15, 2019

Great course

By Hyeon S J

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Mar 10, 2019

Best Lecture

By Youssef A S T

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Feb 14, 2019

THANK YOU <3

By Akash G

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Feb 7, 2019

hard to beat

By Carlos B

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Jan 26, 2019

Great course

By s a t

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Jan 2, 2019

Great Course

By 张建楠

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Dec 22, 2018

very good！！！

By Vinayak S

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Dec 1, 2018

Great course

By yhbfirst001

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Aug 31, 2018

吴老师讲的真好，深入浅出

By futoshi k

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Aug 30, 2018

Great course

By narendra s

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Aug 1, 2018

Great Course

By CK S (

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Jul 27, 2018

Very Useful!

By ZHANG C

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May 23, 2018

Great course

By Jurassic

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Apr 26, 2018

great course

By Chao H

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Apr 24, 2018

great course

By Noah W

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Mar 19, 2018

Very useful!

By Alex G

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Mar 6, 2018

Masterpiece!

By Jesús B R

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Oct 11, 2025

I loved it!

By Jaskirat S

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Jul 28, 2025

Amazing !!!

By Shreya B

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Jun 29, 2025

Nice Course

By Arham A

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Jan 22, 2025

best course

By VUDAYAGIRI L

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Jan 8, 2025

most useful