Name: Sequence Models
Brand: DeepLearning.AI
Availability: OnlineOnly
Rating: 4.8 (3841 reviews)

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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8

stars

31,228 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

Feb 14, 2020

One of the best thing from this class is not only we can understand the concept of RNN, LSTM, etc, but also I also get the idea about how these technique can be used in many daily life applications

Jul 12, 2020

brilliant course, great quality instruction from Andrew Ng. The only faults are that some of the labs have not been supervised properly being a but buggy and a couple of later lectures were very dry.

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3801 - 3825 of 3,840 Reviews for Sequence Models

By Thomas A

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Oct 10, 2019

The programming assignments really are like pulling teeth. There's not really enough guidance leading up to them.

By Mark

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Oct 24, 2018

The course videos and the programming assignments were lacking. And there was no support in the forums.

By Jeffrey S

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Jun 2, 2018

Spent more time trying to work around a buggy grader than learning the underlying concepts.

By ZHANPENG T

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Oct 23, 2019

Too hard to understand compared to the previous coursed in this specification.

By Dipesh K

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Aug 13, 2022

Tough to comprehend. A little bit of written explanation might have helped.

By Hamid A

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Nov 13, 2020

Was very difficult. please add more expiation of mathematical equations.

By Sukeesh

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Apr 18, 2020

Little unsatisfied with the final part of the specialization.

By Panda

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Sep 12, 2021

assignments are very hard and needs lots and lots of search

By Arsh K

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Aug 20, 2019

Lack of Keras training made it often hard to do layer code.

By Tom T

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Jan 9, 2020

This course needs more instruction on Keras.

By Mark N

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Feb 12, 2018

Poor explanation for alot of things

By Milica M

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May 10, 2020

boring and uninformative

By João D

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Jan 4, 2019

Too difficult.

By Martin B

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Mar 11, 2018

Needs work.

By Alex L

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Mar 5, 2018

I feel sad.

By zhesihuang

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Mar 3, 2019

sucks

By S. H

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Aug 19, 2024

Coursera refuses to issue the specialisation certificate even though I spent over 300 euros and completed all courses. If I was told this beforehand, I would not spend anything on the course. The customer support team has not been helpful.

By Neeraj K

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Apr 12, 2023

The Course is not well structured, especially Convolution neural network and Sequence model. The assignment should have more streamlined and properly formulated to get in depth understanding to students.

By José A R M

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Mar 19, 2025

laboratórios em inglês e professor tentando ensinar matemática avançada acadêmica durante todo o curso. esse curso é para cientista com inglês fluente. não é para principiantes ou intermediários!

By Krishnamurthy N

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Apr 2, 2021

Grader is the worst and no help even in the forums inspite of getting the same output the grader is still failing and no one is telling why. Forced to drop out of this course now