Chevron Left
返回到 Sequence Models

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

4.8
星
31,178 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：

1676 - Sequence Models 的 1700 个评论（共 3,832 个）

创建者 Piyush J

•

Apr 2, 2018

Awesome job explaining Sequence models in a simple way.

创建者 Bryan W

•

Mar 20, 2018

A juicy explanation of Sequence Models! A great course!

创建者 Dorval d c M

•

Jun 1, 2025

Excellent course for mastering basics of deep learning

创建者 Lefu X

•

Apr 1, 2025

Good course for understanding the foundation knowledge

创建者 Will H

•

Jan 29, 2024

Verify clear explanation about the transformer system!

创建者 Mingtian N

•

Nov 27, 2023

Highly recommended even for experienced practitioners.

创建者 Spandana M

•

Oct 24, 2023

Excellent course. Covered all topics of Deep learning.

创建者 Eduardo S

•

Aug 8, 2022

Great course. I learned a lot. Challenging assigments.

创建者 YesMan F

•

Jul 29, 2021

a huge thanks to deeplearning ai for the great course

创建者 Mantas B

•

Jan 1, 2021

Really liked the real-world applications and examples!

创建者 Krishna R

•

Aug 23, 2020

A great course! I learned a lot. Thank You Andrew Ng !

创建者 Mayuresh P

•

May 24, 2020

Extremely good contents and assignment. I learn a lot.

创建者 Taran G

•

Jan 7, 2020

The best course to learn machine learning from scratch

创建者 Karan B

•

Jul 8, 2019

Good NLP Practical to start in combination with CS224d

创建者 Deleted A

•

Jan 18, 2019

Its a good course to understand sequence based models.

创建者 Alex S

•

Dec 30, 2018

Good insight to sequence models and their usage scope.

创建者 Akshay J

•

Jul 12, 2018

Very well designed and effective teaching methodology.

创建者 Philipp K

•

Apr 30, 2018

I have learned so much of of this course. Keep it up!!

创建者 tianfeng

•

Apr 22, 2018

thank u for helping me understanding RNN/LSTM finally

创建者 Vin B

•

Mar 21, 2018

Great course! Brand new algorithms from Deep Learning!

创建者 Sui X

•

Mar 8, 2018

Great, I have learned a lot from this specialization.

创建者 Al F

•

Feb 17, 2018

Excellent Course. Well worth the time taken top do it.

创建者 Ann D

•

Aug 22, 2023

Tough but covered all the topics I was interested in.

创建者 Ricardo Y S

•

Jun 11, 2023

Excellent. Just a great course like being in the uni.

创建者 Reza A

•

Jun 5, 2023

I learned a lot from this course.

Thank you very much.