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學生對 deeplearning.ai 提供的 序列模型 的評價和反饋

4.8
28,117 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....

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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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2851 - 序列模型 的 2875 個評論(共 3,372 個)

創建者 Ruben Y Q

2020年4月27日

No time series analysis, and some problems in the guidance of some programming tasks. Mainly de first week, the rest of it was pretty good.

創建者 Jean-Michel C

2019年1月12日

Good course. I would suggest to split the first week into 2 weeks, which makes easier to grasp all the concept with a deeper understanding.

創建者 Yizhe

2021年6月24日

S​ome assignments don't have enough descriptions to help me deeply understand the core concept of the algorithms. Hope it can be improved.

創建者 YU Y

2019年8月29日

The assignments of this course "Sequence Models" require sufficient knowledge of Keras and Tensorflow, which is not friendly to beginners.

創建者 Dongliang L

2019年6月28日

There are some problems in the code of the assignments, as well as the expected outputs, which costs a lot of time for me to figure out.

創建者 Ahmed N

2018年10月2日

Very Awesome Course i got knowledge about Sequence to Sequence models and how they works in practical software . Thanks to Prof.Andrew.

創建者 Filippo V

2020年5月19日

Exercises' grader didn't accept all the functions correctly, lose much time searching in the discussion.

Too many corrections in the way

創建者 Aleksander O

2022年7月21日

F​irst three chapters where just great, fourth was very good, but fifth was not very understable and assisgnments were quite annoying.

創建者 Heinz D

2020年7月9日

Great instructor, good and challenging assignments. Thank you!

The grader problem in the Dinosaur Island should be solved once for all.

創建者 Sean x

2018年7月29日

Everything is great except the last assignment - trigger word detection is hard to save and submit, and i can't even open it sometime.

創建者 Carlos D C

2021年9月19日

Great course (except from the last assignment, that was extremely difficult in comparison to other assigments). Totally recomended!!!

創建者 Tommy S

2018年8月9日

Parts of the critical details are a little vague, but the intuition and experience provided are extremely valuable and useful for me!

創建者 Nisar S

2018年3月18日

Found it a bit harder to follow along. I believe this topic needs a more indepth treatment and possibly more time (4 weeks at least).

創建者 Niklas V

2018年11月20日

Really good course, but the audio quality (repetitions, periods of silence etc) was decreasing over the course of the specialization

創建者 Allan C M

2018年4月18日

The exercises are somewhat tough for this exercise I think the time should be extended by one week extra to complete the assignment.

創建者 Jinfeng X

2019年11月29日

The material is great. On the other hand, if we could get a lecture on Keras, it would help us work on the programming assignments.

創建者 Marvin J A

2020年3月7日

Besides some technical difficulties in the notebook (and some minor details in the video quality) the course was very informative!

創建者 Alexander T

2019年1月2日

Overall well executed course and sequence. You'll pick up RNN essentials and use Keras/Tensorflow to work through simple examples.

創建者 raghuveer n

2018年2月18日

Video editing is bad and assignments have lots of inconsistent wording and bugs, apart from that knowledge wise really good course

創建者 sudhir k

2019年12月23日

Course was very good and I learned a lot. I think assignments can be more open ended to encourage students to try multiple ideas.

創建者 Vaibhav C

2018年2月20日

Assignments were confusing in when they seemed to work but graded wrong and sometimes they were graded correct but didn't work.

創建者 GOURAB G R

2018年2月16日

Some programming assignments have few errors in them (wrong equations, wrong expected output etc.) which need to be corrected.

創建者 Alisa K

2018年2月7日

This course is very useful!!! I want to give you 5 stars but there are a lot of bugs on your practice course. Please check it.

創建者 Samuel W

2018年8月24日

Great course. My only complaint is about the assignments. The weren't as polished as in other courses in this specialization.

創建者 Vanja T

2018年2月18日

There were some puzzling parts to the programming assignments (number of trainable parameters), but overall very good course.