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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
31,131 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

GS

Apr 27, 2019

So many possibilities will be presented in front of you after this course. The only limit is the boundary of my imagination and creativity, that is how I feel now upon the completion of this course.

SB

Feb 19, 2018

Loved the course - it was very interesting. It is also pretty complex, so will probably go through it again to review the concepts and how the models work. Thank you for this wonderful course series!

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3776 - 3800 of 3,821 Reviews for Sequence Models

By Yerong C

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Jan 18, 2025

week 4 is a disaster as it skips so much details and motivation of why things are done in certain way. I strongly recommend the organizer of the course redo the video to make it easier to follow.

By Ashley H

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Sep 15, 2018

Lectures/Videos were excellent, the assignments were very poor (loads of errors in the code not corrected over 7 months since the course went live)

By yuvaraj

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Dec 12, 2020

The course videos were very lengthy and difficult to follow. Many topics discussed in course video were not part of programming assignment

By Simeon S

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Mar 19, 2020

Good introduction to the concepts. Really poor quality videos and exercises. Very frustrating when working on the assignments.

By Wijnand v W

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Oct 15, 2022

The videos were very helpful but the programming assignments were way too easy for this certificate to be worth much.

By David L

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Jun 28, 2020

Good lectures. Programming assignments are useless fill-in-the-blank exercises, you don't really learn much from them.

By XD

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Nov 29, 2022

5 stars for lecture videos. -1 star for the terrible transformer programming assignment which is simply frustrating.

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 25, 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 3, 2018

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

By ZHANPENG T

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Oct 24, 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 14, 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 13, 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 10, 2020

This course needs more instruction on Keras.

By Mark N

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Feb 13, 2018

Poor explanation for alot of things

By Milica M

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May 11, 2020

boring and uninformative

By João D

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Jan 5, 2019

Too difficult.

By Martin B

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Mar 12, 2018

Needs work.

By Alex L

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Mar 6, 2018

I feel sad.

By zhesihuang

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Mar 3, 2019

sucks

By S. H

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Aug 20, 2024

ÌÇÐÄvlog¹ÙÍø¹Û¿´ 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.