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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,364 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

AM

Jun 30, 2019

The course is very good and has taught me the all the important concepts required to build a sequence model. The assignments are also very neatly and precisely designed for the real world application.

MK

Mar 13, 2024

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

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3551 - 3575 of 3,689 Reviews for Sequence Models

By Michael K

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Aug 6, 2018

Assignments are very buggy and instructions misleading or incomplete. However the core material is excellent

By PANKAJ R

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May 8, 2018

Require a little depth, considering the complexibility. At least 4 Week course should be their instead of 3

By Gargi V

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Feb 7, 2020

There were a lot of issues with the notebook especially, for the week 3. The concepts were well explained.

By Mikko L

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Apr 14, 2018

Would have required more of the "intuition" building material. Worst of the 5 course series, but still ok!

By kumom

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Feb 6, 2020

Contents are way too easy and the video recordings are often a bit broken (repetition, blank audio, etc.)

By Alexander B

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Feb 14, 2018

incredibly boring. I mean at some task you literally asked to type in "= False" instead "= None". Really?

By Jinxi W

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Feb 20, 2018

There are some mistakes need to be correct in the assignments. Still a lot of improvements can be made.

By Yao G

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Sep 12, 2018

The assignments should be improved. More prep on Keras will help improve the efficiency of learning.

By Kabakov B

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Aug 30, 2020

The practical tasks is bad. You are simply needed to rewrite formulas to python most of the time.

By Benoit D F

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Mar 19, 2018

Very interesting topic but coding exercices and quizzes were a bit clunky and in need for ironing

By Joao C M

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Sep 29, 2023

Very good content but several Python exercises were far-fetched for the novice Python programmer

By Andrei M

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Jun 18, 2018

The content is super interesting, but the assignments are more of the same 'fill in the blank'.

By Lars O A

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May 29, 2018

Put to much focus into getting the Keras code to work instead of truly learning the algorithms.

By NAGARAJ R

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Jan 23, 2019

I found this very hard to follow along. The concepts were too heavy and needs a slower pace.

By Anmol D

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Mar 21, 2021

Theory explained in a better way, but practicals could have been more involved and better.

By Sidharth S

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Dec 23, 2018

Really Nice course. Could have been more fun if Keras and it's functioning had more focus.

By Uttam R

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Mar 26, 2018

Course is got but grader compilations are horrible spent more time on them than the course

By Iván G

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Mar 13, 2019

Not as good as structured in explanation nor in programming assigments as the last ones.

By mohsin j

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Jun 7, 2018

This is only good enough, not good course. All previous ones were 5 stars, definitely!

By jinwei z

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Feb 1, 2022

the lab and programming is not as intuitive as the first two course in the specilism.

By Thomas P

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Apr 9, 2020

Overall a great class. I had some trouble understanding the programming assignments.

By Manuel M

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Aug 13, 2023

The transformer content was very light and not clear relative to the other content.

By Archana A

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Oct 7, 2019

This felt the the least prepared and organized course of the series, unfortunately.

By Ankit A

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Jul 17, 2022

give projects that we can build from ground up without your inbuilt function.

By Sébastien C

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Aug 18, 2020

Good theoretical overview - project just require you to fill in lines of code