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學生對 deeplearning.ai 提供的 Sequence Models 的評價和反饋

4.8
18,174 個評分
1,970 個審閱

課程概述

This course will teach you how to build models for natural language, audio, and other sequence data. Thanks to deep learning, sequence algorithms are working far better than just two years ago, and this is enabling numerous exciting applications in speech recognition, music synthesis, chatbots, machine translation, natural language understanding, and many others. You will: - Understand how to build and train Recurrent Neural Networks (RNNs), and commonly-used variants such as GRUs and LSTMs. - Be able to apply sequence models to natural language problems, including text synthesis. - Be able to apply sequence models to audio applications, including speech recognition and music synthesis. This is the fifth and final course of the Deep Learning Specialization. deeplearning.ai is also partnering with the NVIDIA Deep Learning Institute (DLI) in Course 5, Sequence Models, to provide a programming assignment on Machine Translation with deep learning. You will have the opportunity to build a deep learning project with cutting-edge, industry-relevant content....

熱門審閱

AM

Jul 01, 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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201 - Sequence Models 的 225 個評論(共 1,948 個)

創建者 Camilo G

Mar 14, 2019

Great course

創建者 杨伟

Mar 14, 2019

A Very Excellent Course!!!

創建者 Yashpal

Mar 05, 2019

A awesome course !! Thanks zillion Andrew !! You are great !

創建者 Gopi P V R

Mar 16, 2019

It's great course to get concepts right and overview. It will be great if you add further programming assignments(other than partially coded ones) or resources as such where one can practice what he had learned as optional.

創建者 Juilee D

Mar 15, 2019

Very beautifully taught

創建者 Sasagu T

Mar 08, 2019

Finally I think I am ready to read more papers

創建者 Duc T

Mar 07, 2019

Great course! As usual, very clear and detailed explanation, break down tough concepts into simpler terms. I've learnt a lot from the course. Thank you so much, Prof. Andrew Ng and your team!

創建者 Akash C

Mar 08, 2019

Excellent Course......

創建者 Raivis J

Mar 18, 2019

This is the hardest course in the specialisation, and may take some extra effort. For practical assignments I recommend getting familiar with Keras syntax and workflow, as here there is little hand-holding here,. the focus is on actual model architecture and algorithms.

創建者 Ali S

Jan 05, 2019

Finally, I understood LSTMs, thanks to this course, thanks to Andrew! Before this course, I spent many hours reading papers on LSTMs and trying to figure out what is going on with all these "Gates", but couldn't understand intuitions behind them. In this course not only I learned and understood them, but also I learned a lot about machine translation and speech recognition which I was frightened to approach them. This course gave me all fundamental concepts and tools that I needed to be able to deal with sequential data.

創建者 Vladimir L

Jan 05, 2019

This is a great course, it gave me a good overview of how various types of data (written text, speech, images/video) are used in neural network models. The course materials smartly omit complexities behind pre-built deep learning models, and provide students with hands-on examples, which spark creativity and imagination. Thank you!

創建者 张建楠

Dec 22, 2018

very good!!!

創建者 Michael K

Dec 06, 2018

Great course! Very informative, and delivered in a way that is easy to follow if you've taken the other courses in the specialization. Andrew has a gift for teaching.

創建者 Pedro M H V

Dec 06, 2018

Great course: material, instructor, assignments, everything! Perfect way to introduce or consolidate your knowledge in recurrent neural networks to model sequence data with a really strong component of direct industry-relevant application.

創建者 Adil F

Dec 06, 2018

Best course on sequence models.

創建者 Tomasz K

Dec 06, 2018

the best out of the 5 in the specialization.

創建者 Ethan ( H

Nov 23, 2018

Andrew is my idol

創建者 Shariq A

Nov 23, 2018

Thank you Sir for making the course easy and possible for me to learn.Thanks a lot

創建者 gregorius a

Dec 09, 2018

Thank you, very great courses. Love it!

創建者 Rebeen A H

Dec 09, 2018

Thank you very much

創建者 Kadir K

Dec 09, 2018

Thank you Andrew Ng for the great tutorials. That absolutely shed lights ahead my career!

創建者 Babu, C

Jan 07, 2019

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

創建者 Hendri S W

Dec 07, 2018

A comprehensive review of recurrent neural network and sequence models.

創建者 hrsu

Dec 07, 2018

useful

創建者 MAIZA H

Dec 07, 2018

great course !