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
31,172 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

MK

Mar 13, 2024

Cant express how thankful I am to Andrew Ng, literally thought me from start to finish when my school didnt touch about it, learn a lot and decided to use my knowledge and apply to real world projects

SC

Jan 1, 2020

Learnt a lot about new concepts in RNN and LSTM. Really wanted to learn about these models. This course helped a lot. Everything was new and so fascinating. Loved this course and our teach Andrew NG.

筛选依据:

1051 - Sequence Models 的 1075 个评论(共 3,832 个)

创建者 Matthias P

Apr 6, 2018

By far the most challenging course in the specialisation but also very rewarding when you worked through it! :)

创建者 Sergey P

Feb 19, 2018

Excelent! Week3 PA have some errors that should be fixed. Threre is no GPU keras examples. Thank you very much!

创建者 bao t c

Jan 2, 2019

Shortest way to get used to most of the up-to-date techniques used in deep neural network for sequential data!

创建者 Venkata R R R R

Jun 17, 2024

Intuition , explanation and relevant labs provided good understanding to apply this to real time requirements

创建者 phanidhar i

Mar 9, 2024

Andrew is always exceptional and so is the course content. All my thanks to the course creators behind Andrew

创建者 kritsada a

Jun 17, 2020

This course very impressive, I have experienced a lot in deep learning, I re-cap theorem or something i miss.

创建者 Yiyi J

Apr 11, 2020

This is very helpful for a beginner in deep learning. Thank you Ng for offering such wonderful courses online

创建者 Amit L

Jun 30, 2023

Great course, I have learned a lot, great labs and the explanation is clear and well organized, Thanks a lot

创建者 Alicia L

Aug 19, 2020

Todos los ejercicios fueron de mucha utilidad y explicaron conceptos muy complejos de manera muy entendible.

创建者 bala K K

Feb 8, 2020

Excellent Course, Teaches RNN and LSTM from absolute scratch and its applications to process sequence models

创建者 Damola O

Jun 2, 2019

Insightful and very practical implementations. Thank you legendary Andrew Ng and Coursera for the privilege.

创建者 Hao D

Apr 8, 2019

the most difficult course of this series, it takes me really a long time to finish it, but i think it worth!

创建者 Mischa L

Feb 10, 2018

Very nice course on RNN. there are a couple of unpolished edges, but this is been quickly fine-tuned by TA's

创建者 Song G

Sep 2, 2020

Very clear demonstration of how models work. Clear and detailed instructions in exercises for easy hands-on

创建者 Pushkar G

Jun 13, 2020

This course taught me concept which I never thought I could apply to my chemistry research. Very well made.

创建者 Khan S B H

Apr 30, 2020

Amazing course! Lectures on RNN, LSTMs and Bi-LSTMs were amazing and the assignments were also very helpful

创建者 Max F

Apr 20, 2020

Thanks for all the hard work you've put in the course. I couldn't wish for a better start in deep learning.

创建者 Ankit K S

Dec 16, 2019

Best course specialization on Sequence Models. Programming assignments are really great source of learning.

创建者 Zachary

Oct 19, 2019

Great course and professor. My one critique is to just go a little more in depth on using Keras. Thank you!

创建者 Abhinav k

Jun 20, 2019

Thanks, Andrew Ng for all the efforts and time for creating such a wonderful course accessible to everyone.

创建者 Edir G L

Aug 26, 2018

This is the best course on the deep learning specialization. You learn the most novel and useful deep nets.

创建者 Shantanu S

Jun 16, 2018

The Jupyter notebook ,ust be improved. it has constant connection problems. it fails connection in between.

创建者 Yash G

Jun 8, 2018

Nice course with most important concepts covered. Nice references to research papers, and good assignments.

创建者 Олег Д

May 6, 2018

While taking this course I was feeling that sequence modeling is Andrew Ng's favourite topic. Great course!

创建者 Manas C

Jun 21, 2025

labs were good, and etter than compared to machine learning specialization. Helped me learn basics of dls.