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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
1,965 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

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.

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.

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51 - Sequence Models 的 75 個評論(共 1,948 個)

創建者 Sarthak P P

Feb 02, 2019

Excellent

創建者 Joachim D

Feb 03, 2019

Great course, very clear presentation and interesting examples on how to prepare data and how to use keras. Very interesting on how easy it is to build & train complex networks with keras (once you have the data..)

創建者 CUI

Feb 03, 2019

great courses, big thanks to Andrew Ng

創建者 Fernando H F

Jan 21, 2019

Great course! Andrew is great in explaining complex definitions with simple and understandable explanations. The course goes deep in multiple applications of Sequence Model for Time Series Data, and the programming exercises are challenging and rewarding.

創建者 YanDing

Jan 22, 2019

very good

創建者 Lucas G S P

Jan 21, 2019

I appreciate all the hard work and effort Andrew and his team puts in all his material.

I had hard time with most of Keras homework’s, I think it's hard to get the overall logic of a framework without an extensive explanation.

Besides that, the topics discussed are amazing.

創建者 Gordon W

Jan 21, 2019

Thank you very much Andrew and TAs.

創建者 Ajay M

Dec 31, 2018

Great course for someone starting NLP using Deep learning.

創建者 hengfengtian@126.com

Dec 30, 2018

深入浅出

創建者 Mecu M

Dec 29, 2018

Excellent like the rest of the courses from this specialisation! Thank you Andrew!

創建者 Daniel A P C

Dec 31, 2018

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

創建者 Amit P

Dec 31, 2018

Andrew's ability to make complex topics so easy to understand is amazing. His explanation of the 'intuition' behind complex stuff makes you really understand what is going on and why. Very happy with the course, it provided everything I needed to know to understand it in detail and implement it. Thanks Andrew for making this course.

創建者 YASH H J

Dec 16, 2018

Great one Andrew NG sir!

創建者 Mukund C

Dec 14, 2018

Best in the series

創建者 罗炜儒

Dec 14, 2018

该门课程对序列模型的讲解由浅入深,一步步带领我们从最基础的RNN走到最后的LSTM及更复杂的模型,作业十分有趣,尤其是课程最后一次作业能让我们真切感受到深度学习的力量及其给我们的作业

創建者 Sushanta P

Dec 15, 2018

Andrew Ng at it best.

創建者 Arun T S

Jan 01, 2019

Great Course

創建者 RISHAV S

Jan 02, 2019

The course is great and it builds on the last 4 course of deep learning specialization. It contains many nice topics of deep learning like RNN, NLP etc. There are some nice assignments also which you can relate with the real world. The whole Deep Learning specialization is great and every topic is nicely explained by Sir Andrew Ng.

創建者 srikanth m

Jan 02, 2019

Great course. Sometimes it got tough and boring in between, but good deal to learn

創建者 CHU B T

Jan 02, 2019

Shortest way to get used to most of the up-to-date techniques used in deep neural network for sequential data!

創建者 Shantanu B

Dec 19, 2018

The toughest course in the deep learning specialization for me. Learnt a lot. Made me ready for further readings and consolidation of the materials.

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 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 Rahul D K

Jan 08, 2019

Very helpful course