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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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876 - 900 of 3,671 Reviews for Sequence Models

By John M

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May 31, 2018

High quality lectures and interesting, relevant jupyter notebook exercises. This is a great course at a very reasonable tuition.

By Ricardo F

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Feb 17, 2018

Another amazing course developed by Dr. Ng! This series of courses probably is the best deep learning training available on-line.

By shin s

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Feb 16, 2018

This is an amazing course! I am looking forward to more courses/specialization from DeepLearning.AI team in the coming months :)

By madhumita.behera@gmail.com

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Jan 28, 2020

Wonderfully explained and well structured course work. The programming assignments really boost the confidence on subject matter

By Abhishek T

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Jan 5, 2020

I thank Andrew Ng and the team for such wonderful content be in terms of programming assignments or video lessons. Great work!!.

By Tahir M

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Apr 1, 2018

Very-well designed course. Assignments make it easy to practice learned concepts. I enjoyed the course and learnt a lot. Thanks!

By Venkateshwaralu S

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Feb 17, 2018

A well crafted course that introduces even the most meek and uninitiated to the world of sequence models driven deep learning :)

By Claus M

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May 10, 2021

Excellent. It is a very complete course on the subject. It teaches many state of the art algorithms with very explanatory labs.

By Muhammad I

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Jan 14, 2021

Awesome to complete and acquire new dimensions of course to boost skills in the AI paradigm. Thanks to Coursera and Instructors

By Mohamed M K

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May 27, 2020

Many thanks Andrew Ng, your way of teaching things is so motivating and captures attention for sure. you're simply the best !!!

By YanLiu

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May 6, 2020

Very detailed comments and carefully prepared contents. I feel my time spent on the course well worth it and thank you so much!

By Reina S

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Apr 1, 2019

I understood LSTM concepts well thanks to the course. But explanation for equation is quick. I wanted to know the more details.

By Ashutosh P

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Jul 28, 2018

Really good explanation on even the smallest of things, that's what I like about Prof. Andrew, he never leaves a page unturned.

By BaronChen

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Jun 23, 2018

jupyter notebook always can't submit, and can't save . I have spent more than 2 hours to submit a train ~ . But course is well.

By HouJP

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Apr 22, 2018

Always can't submit assignment and there is no instruction about how to submit in json format.

Thanks NG! Great teacher! Thanks!

By Pranay C

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Mar 3, 2018

A must do for those who wish to kick start their career in Deep Learning. The concept of Attention Model with LSTMs is amazing.

By Bahadir O

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Feb 20, 2018

Prof Ng did it again and taught an awesomely complicated topic awesomely well. I'm always sad whenever one of his courses ends.

By Susan M

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May 12, 2023

Excellent - full topic coverage, doable Python, accurate calculations. Could not have understood without all of the hands on.

By Valentina I

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May 1, 2022

Detailed in covered topics. Also interesting topics and the way they are brough in the material really triggered my couriosity

By Jamie K

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Dec 24, 2019

Things step up in terms of complexity with this course but it builds on everything you've learnt so far so it all makes sense!

By Thiago G M

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Dec 22, 2019

O curso é muito didático e consegue passar os principais conhecimentos sobre Deep Learning de forma direta, concisa e precisa.

By YASHKUMAR R T

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May 2, 2019

Andrew Ng is really best teacher in the world. In this course, He has explained such complicated topics in so much easy ways.

By Pascal W

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Oct 23, 2018

Very good content! I suggest using "Ears: Bass Boost, EQ Any Audio!" extension to dampen the painfully high audio frequencies.

By Wei X

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May 1, 2018

As the other course in this series, very informative. Learned a lot. Hope he can come up with others likes reinforced learning

By Piyush R

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Aug 18, 2021

The course is brilliantly designed and gives you a balanced understanding of theoretical concepts and practical applications.