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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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3826 - 3841 of 3,841 Reviews for Sequence Models

By Hasan A

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Mar 1, 2018

many ideas where not clear and more application use cases needed.

By Girish S

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Dec 2, 2020

Can't even see the programming assignments without paying money.

By Babar N

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Dec 3, 2025

Dont take it if you dont have strong grip on Math

By Trung K L

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Mar 1, 2019

The explanation is not quite clear in this course

By Archideb S

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Sep 30, 2020

Glitchy Notebook, Minimal assistance at forums.

By Seyhan E G

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May 9, 2018

This one is way more difficult than the rest:(

By Jainam S

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May 27, 2020

Poor and unclear explaination, waste of time

By hossein

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Jul 20, 2020

very long with many unnecessary videos

By Mohammad H

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Jul 20, 2018

Not practical and just complicated!

By xnuohz

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Sep 17, 2018

can't submit the last assignment.

By Mintu K

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Jul 18, 2020

The last assignment was shit..

By iffat a

•

Jan 9, 2025

I cant get cirtificate

By Daniel A M R

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Oct 3, 2024

non fatelo

By Aniket D B

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Sep 30, 2020

Unclear

By Johannes P

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Aug 5, 2024

Buggy