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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,414 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

JY

Oct 29, 2018

The lectures covers lots of SOTA deep learning algorithms and the lectures are well-designed and easy to understand. The programming assignment is really good to enhance the understanding of lectures.

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.

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976 - 1000 of 3,697 Reviews for Sequence Models

By Srivathsan A

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Nov 24, 2018

Awesome conclusion to deep learning. The 1 side trigger detection algorithm is good final touch. Thank you Andrew NG..

By Haedar h

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Sep 28, 2024

It was very helpful for me to establish a strong ground in NLP. Great efforts have done to provide this great course.

By dheeraj k

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May 29, 2022

vontent of the course is arranged and sequenced on atactical and great manner which helped me to learn with good pace

By Krishna M

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Jul 8, 2020

Excellent Course, clarified all my doubts over RNN, speech to text models and several Language Processing algorithms.

By Steven G L

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Jul 1, 2020

Excellent course, the Andrew Ng's quality for teaching is the best and the content of the course was very interesting

By sanjeevi g

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May 29, 2020

The introduction to the sequence model part was so easily understandable and I thank Andrew.Ng for this great course.

By Hele

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Feb 17, 2020

Things about how to train model is too brief in the last course. Hoping the content of this course can be much richer

By 楊惇昱

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Nov 20, 2019

Thank you. You gave me this great series deep learning course. I got a lot confident in deep learning by your course.

By Koh Q C

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Sep 21, 2018

Very comprehensive. Learned a lot. Especially helpful when Prof Ng recommends the relevant papers to read. Thank you.

By Bibin K S

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Sep 7, 2018

Great ride . Gives immense boost to the deep learning knowledge out there . Need to start building up from this level

By Masud K

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Apr 15, 2018

More! More Courses! More depth, more concepts, more!!! Also, do decision trees and gradient boosted decision trees.

By Pratyay M

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Jul 12, 2020

Very well-composed course that teaches the basics of sequence models and also gives a good idea of the applications.

By Iain L

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May 22, 2020

Great introduction to sequence models, Give real insight into how the AI assistants that we use perform their magic.

By Sundar S

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Apr 1, 2020

Brilliant course from a brilliant instructor! Gave me an overall understanding of RNN models and its applications...

By Fara A F

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Jan 6, 2024

This course is well structured. It covers all the necessary elements one can except of understanding deep learning.

By Maryam F

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Mar 8, 2023

I had a problem in registering the last programming project, and whatever I did, it gave me an error and no score!!

By Chyuan S H

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Dec 26, 2020

Excellent course, great introduction to the basic (as well as the more advanced) concepts of NLP! Thank you Andrew!

By Narendra S

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Oct 7, 2020

sequential model course covers application of neural networks in natural language processing and speech recognition

By KAVIARASAN R

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Aug 3, 2020

I recommend who is want to dive into AI field this is a best specialization to take.The lecturer andrew was awesome

By Brett W

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Feb 22, 2018

A great course. Well thought out with some challenging projects. Although I would have liked some primers on Keras.

By Philip P

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Apr 27, 2020

Best course on deep learning I've done so far. Coding assignments can be a bit hard if no prior exposure to keras.

By Vishal A

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Dec 8, 2019

1) Very helpful in building right intuition for RNNs.

2) Programming exercise on Attention model was very helpful.

By Himansh C

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Mar 24, 2019

Thank You Prof. Ng! Kinda sad that this journey is over but looking forward to applying all that I have learnt. :)

By khaled a

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Nov 6, 2018

thanks a lot coursera for the financial aid 5 times and save my life and thanks a lot for the whole specialization

By Leela Prabhu

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Jun 7, 2018

Very helpful, the programming assignments could have some more involved optional portions with less skeleton code.