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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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876 - 900 of 3,697 Reviews for Sequence Models

By RB

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Mar 15, 2018

Excellent course to learn about speech recognition and translation! This has been an excellent 5-course journey. Good luck to all!

By Robinson M

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Dec 2, 2023

Excelente curso, explica en forma clara y precisa los modelos de secuencia. El mejor curso que he tomado de modelos secuenciales.

By Parth V

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May 26, 2022

Very well structured course and kind of made me comfortable with DL terminology. Cant wait to start a career as a Data Scientist.

By Piyas C

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Aug 25, 2020

Thank you, Professor Andrew Ng, for this nice and excellent specialization course with wonderful and constructive lecture videos.

By Sreenivas M

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Feb 18, 2020

Most fun and toughest course of the lot. Text data is always more complex, hard to analyse and model in comparison to image data.

By Matthew C

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Jun 19, 2018

While the grader was a bit flaky (which was super frustrating), everything else was, as usual, top notch. Thanks Andrew and crew!

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