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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,804 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

Jul 1, 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.

JY

Oct 30, 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.

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1126 - 1150 of 3,768 Reviews for Sequence Models

By Ignacio R L

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Mar 23, 2020

A "must" in the courses related with NLP as a good introduction to the basics models and algorithms

By ashwin m

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Aug 1, 2019

it was quite difficult for me .The assignments helped for sure, but i will have to visit this again

By Rahul K

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Feb 27, 2018

Very concise content. Prof. Andrew Ng turn tough topics to easy with his excellent teaching skills.

By Sean C

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Feb 22, 2018

Gives the student an excellent perspective on how to go about word embeddings & speech recognition.

By Polina O

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Feb 16, 2018

Thank you!

This long-expected course

and the whole specialization are enthralling and inspiring! 鉂わ笍

By Anjum Z

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Aug 8, 2024

This is one of the great course to build AI applications, Thanks to respected Andrew Ng and Team.

By Lukas R

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Mar 17, 2020

Thank you Andrew Ng for your excellent teaching and encouragement. Always a joy to learn from you.

By Jacob S

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Mar 16, 2020

Great explanation of complex topics such as attention mechanisms. I finally get how those work :-)

By Vinamra R

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Dec 10, 2019

Best specializatin course I have found and the insights given in this course are truely wonderfull

By Jinsoon P

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Jul 30, 2019

Must-know knowledge and technique you should know if you're a genuine machine learning enthusiast!

By Yoan S

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Dec 11, 2018

Excellent state of the art deep learning models made easy. Great job Andrew! And THANKS SO MUCH!!!

By Joris K

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Mar 18, 2018

The best one of the 5. However, I do miss a thorough derivation of the backprop regarding GRU/LSTM

By Gowri S P

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Aug 9, 2021

Following Andrew sir all the way from ml course. He gives a lot of intuition, Superb explanation.

By Cuno D

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Feb 26, 2021

Andrew makes it possible to take a big leap into sequence models without getting lost. Thank you!

By Alvaro P

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Feb 23, 2021

Really enjoyed this course, and the whole specialisation. Good lectures and interesting examples!

By Vin铆cius d S M

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Jul 15, 2020

This course helped me to understand sequence models and how to apply than in different scenarios.

By Ismael B

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Jul 10, 2019

Top notch! gets your foot into the door of recurrent neural networks! As always, Andrew is great!

By Ricardo S

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Jun 16, 2019

Very interesting course. it helps me a lot when trying to understanf sequence to sequence models.

By Kirk B

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Jan 17, 2019

Andrew Ng is hands down the best teacher in this space. Excellent lectures and a well run course.

By David H

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May 16, 2018

Very recent and up-to-date content. Very well structured and explained. Another excellent course.

By Tshephisho J S

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Apr 26, 2018

This course is best in learning sequence models applied in speech and natural processing systems.

By Robotics L

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Aug 5, 2024

i completed all deep learning specialization certificates but now its not showing my certificaTE

By Minh L

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Dec 20, 2023

Amazing last course of amazing specialization! I wish the last week Transformer could be longer!

By Muskaan M

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Jun 24, 2021

This course was very informative! Hands on exercises were great with a good amount of challenge.