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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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926 - 950 of 3,671 Reviews for Sequence Models

By David P

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Dec 19, 2018

The last programming assignment (Trigger sound) is so amazing. I have learnt many things about natural language processing.

By Yong H P

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Jul 26, 2018

Now, I can understand how RNN and LSTM works and how to apply NLP to my model and application. Really fund and informative.

By Vivek S

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Apr 15, 2018

Excellent course for beginners. Andrew NG and team has done tremendous job by putting together all those contents together.

By jan V d P

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Feb 8, 2018

Some of the exercises feel a bit rough around the edges (for learning), but you get to learn some really interesting stuff!

By IT-092-Deep M P

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Sep 20, 2020

This really helped me for understanding RNN and NLP. Thanks to teachers. The course organization and content is very good.

By Arka P

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Mar 16, 2020

This was a very good course on Sequence models. However, I wish there was some discussion about handling time series data.

By Mike G

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Jan 31, 2020

The course is concise, and the selection of topics is very very good. The exercise is both helpful and very well organize.

By Martin T

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Nov 30, 2018

I really enjoyed this course. Thanks for very interesting and practical tasks. It will be very helpful for my future work.

By RAJAT K B

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Oct 3, 2018

Most Awesome course on Deep Learning ever thanks for helping me start my ineterest in deep learning research. Thanks a lot

By Varun V P

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Jul 23, 2018

excellent course on sequence models and rnn . good explanations on rnn architectures. good mix of theory and applications.

By Krunoslav P

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May 7, 2018

Andrew Ng is the bomb! His standford ML youtube video is the bomb! Watch that first if you wanna fly though this course!

By Yevhen D

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Jul 21, 2020

Awesome course. I had zero knowledge about sequence models, but after course I understand this conception and can use it!

By Apoorv P

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Jun 18, 2020

excellent course.loved the teaching of Prof. Andrew NG. hats off to him and the team for building this incredible course.

By Martin A

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Mar 18, 2020

Great course, providing core concepts of sequence models including RNNs, LSTM, GRU, Attention models.

Thank you very much!

By Daniel L

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Dec 2, 2019

Very clear and concise! I have learnt a lot more than I could possibly learn by searching up everything online on my own!

By Hidayat u r

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Oct 20, 2019

This course helped me alot in understanding sequence models and its application in various domains such as text as speech

By Manish M

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May 17, 2019

The most wonderful platform to learn machine learning i did not find any other online resource even near to the coursera.

By Babu, C

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Jan 7, 2019

Can't get better than this in academic world! Outstanding practical examples given. Very happy to be hands on this course

By Satyam N

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Nov 14, 2018

Doesn't hide the math behind concepts. Provides a very detailed explanation of topics covered. Assignments are fun to do.

By byehero

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Aug 12, 2018

I' so happy that I finished the whole course !

I like the seq model and I think it'll be helpful with my project !

Thanks!

By Krishnendu D

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Jun 9, 2022

This course can be treated as the Bible for every Deep Learning enthusiast. Thank you Andrew Ng sir and the entire team.

By Sourov D

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Jul 30, 2020

Beautiful journey through the world of deep learning. Thanks very much Andrew, kian and yonus. I learnt a lot from you.

By Divyam G

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Jun 2, 2019

This is an absolutely amazing course. Recommend it to everyone out there who wants to explore the field of deep learning

By Pedro B M

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May 30, 2019

This is by far one of the most interesting courses I've ever made. The programming assignments were really mind-blowing.

By Juandiego M

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Jan 5, 2019

Another fantastic class by Andrew Ng! I learned a lot in this class, and in the Deep Learning Specialization in general.