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Learner Reviews & Feedback for Sequence Models by DeepLearning.AI

4.8
stars
30,390 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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926 - 950 of 3,693 Reviews for Sequence Models

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 Jack 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.

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 Naga S K

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Oct 30, 2024

Excellent course by Professor Andrew and Team, done great job in providing intuition about many Deep Learning algorithms.

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.