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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,584 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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1151 - 1175 of 3,728 Reviews for Sequence Models

By Anthony S

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Oct 1, 2022

This is the best course for deep learning. Thank you Andrew Ag, you are the greatest teacher.

By Samuele

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Jun 25, 2020

Sometimes it could go deeper into details, but the resources are present so it doesn't matter.

By bhavesh j

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May 7, 2020

I don't think this course could be any better. Honestly, I enjoyed the programming assignments

By Tom N

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May 4, 2018

Very good course. Sequence models are significantly harder to understand than regular models.

By aditya g

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Apr 16, 2018

Nice course & assignments gives practical insights of applying deep learning to Sequence data.

By Mohamed A A

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Feb 18, 2018

Very nice course especially the last assignment about creating a Trigger word detection model.

By Rusty B

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Apr 3, 2024

Great course. Since I had taken Ng's machine learning course, it was mostly easy til the end.

By Anil R

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May 23, 2021

Thanks, Andrew ng for giving me a broad knowledge about sequence models. It's a great course.

By HUNG T L

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Jun 7, 2020

This is awesome course that provides me an overview of sequence models and their applications

By Girish T

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May 21, 2020

Perfect course to learn Sequential NN ... well structured course modules and best explanation

By Tesfagabir M

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May 15, 2020

Best NLP course ever with practical examples and assignments!! Thank you Professor Andrew Ng!

By Artur P

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Apr 21, 2020

Great source of DL knowledge. I still return to some of the videos to refresh my knowledge :)

By Luis M C S

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Apr 6, 2020

Thank you very much, you have showed me that hard work and constance can take you a long way.

By ian t

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Mar 19, 2020

Finally, I finished all the course. I really learn a lot from this course. Thank you! Andrew.

By Ravi

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Sep 2, 2019

One of the best course I have taken on Coursera. THANK YOU Deeplearning.ai team and Prof Ng.

By Shivam S

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Jul 29, 2019

Awesome course. Would have been better if taught to use Keras better for machine translation.

By oWen H

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Aug 8, 2018

Awesome Courses! YAY, I have finished all the five courses. Thanks for sharing the knowledge!

By Krishna W

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May 24, 2018

Great course- intellectually simulating, interesting and with engrossing and cool assignments

By Duc D

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Mar 21, 2018

Learnt many useful techniques and knowledge of Sequence Models and Recurrent Neural Networks.

By Naveen P

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Feb 24, 2018

Thanks for putting together and presenting the material. It was fun and I loved the material.

By Cheng E

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Mar 20, 2022

I learned the richful skills from this course and more excited to apply them in our products

By Yogeshwaran B

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Feb 27, 2021

Exceptional material. Andrew NG the rockstar! Explains complicated concepts in simple terms.

By Pedro V

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Jul 22, 2020

this course is kind of hard, however is very good to get more info on RNN and related topics

By Ajay

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Jun 21, 2020

Assignments are a bit tougher than the other courses. They need a lot more of our attention.

By Pierre G

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Jun 1, 2020

Excellent course, really well taught, really well balanced between theory, practice and quiz