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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,203 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

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Excellent course! This course extensively covers all of the relevant areas of NLP with a strong practical element allowing you to applying Deep Learning for Sequence Models in real-world scenarios.

GS

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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.

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1376 - 1400 of 3,671 Reviews for Sequence Models

By Frank

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Feb 20, 2018

Good course, thanks for teaching me so great knowledge of AI

Thanks a lot

By Hang D

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Feb 8, 2018

love it, quite clear visual explanation and with some good example codes.

By Tarry S

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Feb 2, 2018

Amazing source of information and teaching ability to tutor the learners.

By Michal S

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Nov 11, 2022

Great course that introduces the key concepts of Sequence Models and NLP

By Mohammad P

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Nov 11, 2022

It was a great journey. thank you Andrew and Kian and other contributors

By Mahendra B

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Jul 26, 2021

Interesting course module but at the beginning it becomes really complex

By Alexandre R d L

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Feb 19, 2021

The course is very good, well explained and the subject is a lot of fun.

By Rishabh R

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Jul 26, 2020

This course needs no introduction.....great content, great assignments!!

By Rajat k s

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Apr 5, 2020

it's a well-knit course for starters in rnn and takes upto a good level.

By Stephen B

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Sep 30, 2018

Great, I can see lots of parallel problems to work on using these ideas.

By Greg L

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Feb 16, 2018

Thank you for the fantastic course, and the superpowers it imparted! :)

By Saqib N

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Oct 8, 2020

Such a great course with content arranged and organized very carefully.

By Leonid K

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May 12, 2020

Amazing increase in knowledge about using RNNs in real-world scenarios!

By Joao N

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May 9, 2020

Really interesting and with enough theory plus hands on practical work!

By Soroush H

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Mar 31, 2020

this was the best course to understand sequence modeling and processing

By Chaitanya P B

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Mar 17, 2020

Learnt about NLP, applications, trigger word detection was pretty cool!

By Siddhartha B

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Feb 29, 2020

Thank you so much to the coursera deeplearning.ai team. You guys rock!!

By Igor N

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Jan 15, 2020

Curso muito bom! Ajuda bastante a ter uma base em modelos de sequência.

By Hendri S W

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Dec 6, 2018

A comprehensive review of recurrent neural network and sequence models.

By Ram R

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May 20, 2018

Great course! THanks for putting this together for the world to learn!

By Yu Q

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May 6, 2018

Very helpful and practical. Thank you Andrew NG and other teachers/TAs!

By Benji T

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Mar 18, 2018

Quite a heavy course. Still alot of concepts unclear, will revise again

By Jan Z

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Mar 6, 2018

Very informative, concise, well presented, builds necessary intuition.

By Pankaj P

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Feb 19, 2018

Perfect course to understand how does sequence model work in real life.

By Taha A A

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Apr 12, 2023

Actually liked this more than the other courses in the specialization.