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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
29,883 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.

MK

Mar 13, 2024

Cant express how thankful I am to Andrew Ng, literally thought me from start to finish when my school didnt touch about it, learn a lot and decided to use my knowledge and apply to real world projects

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901 - 925 of 3,624 Reviews for Sequence Models

By Md. I

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Oct 7, 2022

Amazing course, I am just blessed to find this course, it has taught me just more than expected. Perfectly set the concept.

By Kamyar A

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Jan 16, 2022

Best Course ever in Time series! Helped me so much that I can't thank Andrew and others making this course available enough!

By Juan C J

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Feb 8, 2021

Great option to introduce yourself to NLP, Recurrent Neural Networks and Sequence Models in general! Andrew Ng is the best!!

By PRADYUT S

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Jun 28, 2020

This is an amazing course for the ones who want to explore and dive deep in the world of RNNS and NLP. totally recommend it.

By Utkarsh H

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May 2, 2020

I am working with all my heart and soul from last few months it literally made me cry a little seeing my first certificate!!

By Deepesh N

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Oct 27, 2019

Loved the Sequence model chapters especially with word embeddings, sentiment classification and Speech recognition exercises

By Prakash C

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Oct 21, 2019

Extremely powerful course to get hands on intuitive as well as application level understanding of sequence models. Thank you

By Endi N

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Jun 6, 2018

Intuitive explanations, easy to follow programming assignments. The best starting point to learn NLP and RNNs. 100% 5 stars.

By Amalan T

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Jun 4, 2018

It was a great platform for me learn and implement deep learning concepts. It was fun and the learning experience was great.

By yonatan n

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Apr 7, 2018

I am now able to read and understand the latest research publications in this field! Pretty amazing for a three week course.

By Tony C

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Feb 18, 2018

Prof. Ng is the only person who illustrates everything about machine learning and deep learning clearly and throughly to me.

By Abdallah A O

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Feb 25, 2024

Very useful and thanks to the ones who are behind the scenes and thanks for making it available to all the ones who need it

By Krishan S

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Jul 26, 2020

Would love a course on reinforcement learning by Andrew Ng, he gives you a clear intuition about the topic which is amazing

By Rishabh M

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May 12, 2020

its seems kind of magic.Deep learning is just awesome and Andrew ng made it more interesting

thanks for such a great course

By Saransh M

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Sep 6, 2019

Perfect course for anyone looking to build a career in AI and Deep Learning. Excellent lectures and interesting assignments

By T.Jackson p

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Sep 2, 2019

i

have learned a lot from this course thanks to andrew ng and other mentors who had worked beside the picture, thanks again!

By Daniel A P C

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Dec 30, 2018

the course was excellent, I learned a lot, the only problem was the python notebook which was very slow and had many errors

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.