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

4.8
26,735 個評分
3,159 條評論

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.

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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3101 - Sequence Models 的 3125 個評論(共 3,134 個)

創建者 Siddharth S

2021年5月29日

The transformer subclass programming exercise is super useless task. Spent hours on this task and learnt nothing.

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

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

創建者 Logos

2020年8月31日

I have no idea how we're supposed to walk out of these courses with the knowledge of how to build a neural network. The practice exercises are a joke. It's a bunch of functions taken out of context, with "instructions" on how to complete each. I don't understand how to do any of it, and I passed all the quizzes.

This specialization gets good reviews because people love Andrew, and although I'm sure he's a great guy, these courses provide no real practical information on how to build neural networks from scratch. I don't even know where to begin, and at this point I'm just copying solutions from the internet to complete the projects so I can just get my completion certificate.

I only recommend taking this from a theoretical perspective. If you're looking to get started with deep learning from a practical standpoint, look elsewhere. This isn't worth it.

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 Venkata D R S

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 Evan J

2021年6月17日

W​eek 4 is impossible to follow both in lecture and in the assignements which is more than likely done intentionally as this is the last assignment before you can stop paying their monthly fee.

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

創建者 Inaki O d L

2021年4月7日

Clearly the less structured and more confusing Course within the DeepLearning Specialization, a bittersweet end to an otherwise great set of courses. Quite disappointed.

創建者 Deleted A

2020年9月8日

I would like to abandon this course and stop paying for a course I want to prepare better before maybe launching a new attempt..

創建者 Hasan A

2018年3月1日

many ideas where not clear and more application use cases needed.

創建者 Girish S

2020年12月1日

Can't even see the programming assignments without paying money.

創建者 srinivas a

2020年3月24日

Not practical, Assignments can drain your energy.