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

4.8
26,472 個評分
3,121 條評論

課程概述

In the fifth course of the Deep Learning Specialization, you will become familiar with NLP models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language understanding, and more that have become possible with the evolution of sequence algorithms thanks to deep learning. By the end, you will be able to build and train Recurrent Neural Networks 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. DeepLearning.AI is proud to partner with NVIDIA Deep Learning Institute (DLI) to provide a programming assignment on Machine Translation with Deep Learning. Get an opportunity to build a deep learning project with leading-edge techniques using industry-relevant use cases. The Deep Learning Specialization is our 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 gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

熱門審閱

JY
2018年10月29日

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.

WK
2018年3月13日

I was really happy because I could learn deep learning from Andrew Ng.\n\nThe lectures were fantastic and amazing.\n\nI was able to catch really important concepts of sequence models.\n\nThanks a lot!

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3051 - Sequence Models 的 3075 個評論(共 3,094 個)

創建者 Sergio F

2019年5月16日

Unfortunately, this course is the less valuable in the specialization. Programming assignment very interesting but no introduction to Keras. To pass the assignments, forum support has been vital. I also found lectures not clear even to the point that to catch some concepts you have to google around for more resources. Unfortunately, I could not suggest this course.

創建者 Peter B

2018年2月20日

Getting the input parameters correct for the Keras assignments is on par with the satisfaction of dropping a ring, contact lens, or an expensive object into the sink, and spending an hour looking for it inside the disassembled pipes, through built up hair debris and molded dirt.

創建者 SARAVANAN N

2018年3月19日

Overall a great course, thanks to Andrew NG for his great explanations. But a very bad support, I faced many issues in submitting the assignment due to technical issues (notebook not saving) but no dedicated resource to help me. I spend lot of time in resolving my self.

創建者 Sergei S

2019年5月18日

Feels again like authors tried to put everything into just a couple of weeks, thus the course turned out to be messy with lots of details hidden. Even though there was a lot to learn, I am still not sure if I understand correctly how to build a simple sequence model.

創建者 Clement A

2020年8月7日

Really good to understand the basics, however, it doesn't use the latest TF2 and the exercises are either trivial because too much pre-worked, or too hard because it doesn't give the information required to succeed.

This course really needs to be updated.

創建者 Mladen M

2020年7月9日

Programming assignment instructions are not well written (clear), and as a result it is easy to get stuck on something of little relevance to deep learning. Also, I would suggest that you make the lecture notes in written format available.

創建者 Chris M

2019年8月21日

The lectures cover the basic design of the models but don't help teaching you how to actually use them. I learned more by reading blogs to get the programming assignments to work then this course.

創建者 Ashley H

2018年9月14日

Lectures/Videos were excellent, the assignments were very poor (loads of errors in the code not corrected over 7 months since the course went live)

創建者 yuvaraj

2020年12月11日

The course videos were very lengthy and difficult to follow. Many topics discussed in course video were not part of programming assignment

創建者 Simeon S

2020年3月18日

Good introduction to the concepts. Really poor quality videos and exercises. Very frustrating when working on the assignments.

創建者 David L

2020年6月28日

Good lectures. Programming assignments are useless fill-in-the-blank exercises, you don't really learn much from them.

創建者 Thomas A

2019年10月10日

The programming assignments really are like pulling teeth. There's not really enough guidance leading up to them.

創建者 Mark

2018年10月24日

The course videos and the programming assignments were lacking. And there was no support in the forums.

創建者 Jeffrey S

2018年6月2日

Spent more time trying to work around a buggy grader than learning the underlying concepts.

創建者 ZHANPENG T

2019年10月23日

Too hard to understand compared to the previous coursed in this specification.

創建者 Hamid A

2020年11月13日

Was very difficult. please add more expiation of mathematical equations.

創建者 Sukeesh V

2020年4月18日

Little unsatisfied with the final part of the specialization.

創建者 Arsh K

2019年8月20日

Lack of Keras training made it often hard to do layer code.

創建者 Tom T

2020年1月9日

This course needs more instruction on Keras.

創建者 Mark N

2018年2月12日

Poor explanation for alot of things

創建者 Milica M

2020年5月10日

boring and uninformative

創建者 João P B D

2019年1月4日

Too difficult.

創建者 Martin B

2018年3月11日

Needs work.

創建者 Alex L

2018年3月5日

I feel sad.

創建者 zhesihuang

2019年3月3日

sucks