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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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1076 - 1100 of 3,671 Reviews for Sequence Models

By Ricardo C E

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Jun 4, 2023

Muy didáctico y aunque es de nivel intermedio, se entiende claramente la aplicación de los conceptos.

By João M

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Jul 13, 2022

Excelent course, you go from RNNs to Transformers. I love it. I hope I can do the NLP specialization.

By Soumyajit K

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Dec 4, 2021

A must have course for anyone interested in deep learning. The lab assignments were really well made.

By Rohan H J

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May 3, 2021

A must-course for everyone who wants a career in ML/DL. Absolutely loved all assignments and quizzes!

By ThÆ° T T A

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Apr 22, 2021

Informative and well structured, highly recommended for anyone who wishes to learn sequence modeling.

By Sylvain L

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May 5, 2020

Excellent material. Challenging and interesting programming assignments. Better than my expectations.

By Fabien P

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Jan 30, 2020

An excellent insight into applying Sequence Models and Deep Learning, very clear and detailed course.

By Nenad S

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Jun 27, 2019

This was great. I wish it was longer. The topic was a bit too complex to be taught in only 3 weeks.

By James C B

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Feb 16, 2019

Thanks very much. This course was really fun. I can't wait to try using these ideas outside of class!

By Chen Z

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Oct 8, 2018

Great course, thanks to Andrew's excellent lectures and the perfect assignments prepared by the team.

By XIAO N (

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Jun 3, 2018

I really enjoyed Andrew's course! It is such well designed, both materials and programming exercises.

By Bruno O

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Mar 19, 2018

It was a very interesting course, but the full specialisation is a Must have! It was awesome! Thanks!

By Le K H P

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Feb 6, 2018

Very easy to grasp intuition on many complicated RNN's techniques. The exercises is fun to work with.

By ARINDAM S

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Aug 18, 2019

The explanations by Andrew was very helpful for understanding such a serious topic in a easy manner.

By Vasileios T

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Jan 26, 2019

RNNs are incredible. And this course is very thought-provoking on that topic. And truly educational.

By Dang T G

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May 1, 2022

Good materials, instructions are details in the beginning but simplified at the end, which is good.

By JAVIER H R

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Nov 24, 2020

Huge problem in the final assignment, it takes me 1.5 more hours.. But overthat is one great course

By Aniket A

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Sep 18, 2020

Great course content, assignments, and quizzes. Highly enriching experience thanks to Dr. Andrew Ng

By Preslav K

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Jun 14, 2020

I would suggest to spread out this course into more than 3 weeks, as it was the hardest out of all.

By Guntur B K

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Jun 7, 2020

I am very thankful to coursera for offering such wonderful course by great teacher Prof. Andrew Ng.

By A H

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May 24, 2020

CNN And Sequence Models were just real GEM of two courses. Gave me a lot of insight to the Subject.

By Ignacio R L

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Mar 22, 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 26, 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.