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学生对 DeepLearning.AI 提供的 Sequence Models 的评价和反馈

4.8
31,176 个评分

课程概述

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....

热门审阅

NM

Feb 20, 2018

Hope can elaborate the backpropagation of RNN much more. BP through time is a bit tricky though we do not need to think about it during implementation using most of existing deep learning frameworks.

EM

Jun 12, 2019

A really joyful introduction in the Sequence Models, such as RNNs, LSTM etc. Sometimes the assignments got a little hard and with patience and help from forums, it gets achievable! Thanks again! :D

筛选依据:

1426 - Sequence Models 的 1450 个评论(共 3,832 个)

创建者 Michal S

Nov 11, 2022

Great course that introduces the key concepts of Sequence Models and NLP

创建者 Mohammad P

Nov 11, 2022

It was a great journey. thank you Andrew and Kian and other contributors

创建者 Mahendra B

Jul 26, 2021

Interesting course module but at the beginning it becomes really complex

创建者 Alexandre R d L

Feb 19, 2021

The course is very good, well explained and the subject is a lot of fun.

创建者 Rishabh R

Jul 25, 2020

This course needs no introduction.....great content, great assignments!!

创建者 Rajat k s

Apr 5, 2020

it's a well-knit course for starters in rnn and takes upto a good level.

创建者 Stephen B

Sep 30, 2018

Great, I can see lots of parallel problems to work on using these ideas.

创建者 Greg L

Feb 16, 2018

Thank you for the fantastic course, and the superpowers it imparted! :)

创建者 Zhenxi G

Mar 2, 2025

Thank you Andrew Ng for this course, I learned a lot from this course!!

创建者 Saqib N

Oct 8, 2020

Such a great course with content arranged and organized very carefully.

创建者 Leonid K

May 12, 2020

Amazing increase in knowledge about using RNNs in real-world scenarios!

创建者 Joao N

May 9, 2020

Really interesting and with enough theory plus hands on practical work!

创建者 Chaitanya P B

Mar 17, 2020

Learnt about NLP, applications, trigger word detection was pretty cool!

创建者 Siddhartha B

Feb 29, 2020

Thank you so much to the coursera deeplearning.ai team. You guys rock!!

创建者 Igor N

Jan 15, 2020

Curso muito bom! Ajuda bastante a ter uma base em modelos de sequência.

创建者 Hendri S W

Dec 6, 2018

A comprehensive review of recurrent neural network and sequence models.

创建者 Ram R

May 20, 2018

Great course! THanks for putting this together for the world to learn!

创建者 Yu Q

May 6, 2018

Very helpful and practical. Thank you Andrew NG and other teachers/TAs!

创建者 Benji T

Mar 18, 2018

Quite a heavy course. Still alot of concepts unclear, will revise again

创建者 Jan Z

Mar 6, 2018

Very informative, concise, well presented, builds necessary intuition.

创建者 Pankaj P

Feb 19, 2018

Perfect course to understand how does sequence model work in real life.

创建者 Taha A A

Apr 12, 2023

Actually liked this more than the other courses in the specialization.

创建者 Chandan D

Jun 27, 2021

This is an amazing course to learn NLP ans seq models. I learnt a lot!

创建者 Bogdan-Ioan O

Jul 16, 2020

The best attention model explanation I found anywhere on the internet.