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學生對 deeplearning.ai 提供的 序列模型 的評價和反饋

4.8
28,080 個評分

課程概述

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....

熱門審閱

AM

2019年6月30日

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

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.

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3326 - 序列模型 的 3350 個評論(共 3,366 個)

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 Frank 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

2020年4月18日

Little unsatisfied with the final part of the specialization.

創建者 Clashing P

2021年9月12日

assignments are very hard and needs lots and lots of search

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

創建者 Selina M

2021年8月6日

The course overall taught me new things, but I am still kinda unsure how to exactly use it.

The exercises and explanations weren't as enlightening as earlier and unfortunately left me rather confused, despite passing 100%. You definitely need to consult a lot of other sources for understanding the topic.

The last transformer exercise left me stunned though in how bad it was. When I understood something it contained obvious mathematical inconsistencies. It was the first time I needed the forum help, which is outside the coursera website and they force you to sign up in addition to coursera.

The tutor reacted fast but extremely patronising, going so far as pretending mistakes in the exercise didn't exist, but very eager to blame me for using an outdated version, that I wasn't using.

Did not enjoy the experience.

創建者 Aldiyar K

2021年3月12日

Oversimplifying material, such as not showing any math foundations and proofs, does not lead to an intrinsic understanding of the material as well as fill-the-gap assignments do not enhance comprehension.

I understand that the course is intended for the broad audience but will one be able to implement those Keras and TensorFlow algorithms on a moderately complex problem, which is the ultimate goal of these courses? Highly doubt it because the code is pre-written for students and step-by-step guide is provided. In my opinion, one could go straight to assignments and induct / deduct the answers.

創建者 devesh r

2020年10月19日

I love Dr. Andrew, I seriously do. He has inspired me in the field of Deep Learning like no one else did. But I detest how this course is made so expensive and in a wrong direction. I subscribed and paid $225 and I still was not given a decent amount of time to finish the course, even when I asked for extension. If this is the way these courses are, its better of learning from youtube. It is not worth the money

創建者 Franjo I

2020年5月10日

Dry and uninformative. Immense space for improvement. Corrections should be made to videos instead of having numerous revisions comments after lecture. Some variables introduced haphazardly. Notation not explained well, some clashing with linear algebra conventions. Coding exercises are elementary hyper guided.

創建者 Krishnamurthy N

2021年4月2日

Grader is the worst and no help even in the forums inspite of getting the same output the grader is still failing and no one is telling why. Forced to drop out of this course now