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
31,140 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

AM

Jun 30, 2019

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

Oct 29, 2018

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.

筛选依据:

1076 - Sequence Models 的 1100 个评论(共 3,832 个)

创建者 Jyotsna S

Jul 27, 2024

Amazing course for the people who want to understand development of NLP models and build them from scratch

创建者 Tom A

Sep 19, 2022

I loved this course. I'm not sure all of it was relevent to my applications but it was great background.

创建者 ISMAEL F I T

Sep 9, 2020

Excellent course. It provides insights for a wide variety of applications. I recommend taking this course.

创建者 Austin M

May 8, 2020

Incredible level of detail. Truly a pleasure to take this course and the entire specialization! Thank you!

创建者 Hari K

Nov 27, 2018

Andrew makes the topic interesting and easy to grasp. The assignments are very well written. Great course!

创建者 Jesper K

Aug 13, 2018

This is an excellent coverage of sequence models. Very interesting applications, clear content. Thank you!

创建者 Sanjeev K S

Apr 22, 2018

This course given me the basic understanding about analyzing sequence data with the help of deep learning.

创建者 Jozef R

Feb 25, 2018

Great course! Thank you professor Ng! Thank to yout I'm motivated to continue to learn more in this field!

创建者 Dongxiao H

Feb 5, 2018

Thank you, Professor.

If it's not your intuition for these videos, I will still confuse the details of RNN.

创建者 Xh L

Mar 7, 2020

In the course of this course, I built my own sequence model and realized it step by step, which is great.

创建者 Jitin K

Sep 22, 2019

Intuitive and clear videos and explanations. Excellent programming assignments! Thanks to the whole team!

创建者 Hamid S

Dec 15, 2018

Wonderful course with beautiful intuitions all around , one thing though bit of more mathematics involved

创建者 Rajesh K

Oct 5, 2018

Suggestion:

It would have been great if the topics related speech recognition was covered more in detail.

创建者 Alexey I

Apr 1, 2018

It would be nice to have an additional course on VAE, GANs, CNN-based NLP, and the rest of bleeding edge.

创建者 Jingying W

Jun 25, 2020

Amazing course! Finally get more familiar with LSTM structure and encoder-decoder architecture! So happy

创建者 adolfo b

Oct 18, 2019

This was another great course from Dr. Andrew Ng. I feel like I now have a firm grasp of how RNNs work.

创建者 Intan D Y

Oct 8, 2018

need to focus on learning this course because the material is complex. also need to practice using Keras

创建者 Achen

May 5, 2018

clear delivery, practial, comprenhensive, good learning pace, well calibrated feedback and vibrate forum

创建者 Andres V

May 1, 2018

great I really like the content of all the specialization and the hands on projects. thank you so much !

创建者 Phan Q K N

Mar 4, 2022

So satisfied and happy learning this course. I absorbed many interesting knowledge after this course :D

创建者 ANMOL J

Aug 27, 2020

Just Absolutely Amazing!

Thank you deeplearning.ai to provide this wonderful in-depth specialization !!!

创建者 Hamza J

Jun 21, 2020

gave a good and in depth understanding of the RNN i was having a hard time on it but now i find it easy

创建者 Krunoslav O

Jun 1, 2020

It must be a lot of hard work to plan the courses and make all the material.

Thanks for all the efforts!

创建者 Erik H

Aug 5, 2019

Great ending to the Deep Learning Specialization. Really enjoyed the insightful content of this course

创建者 pavan k p

Jul 5, 2018

Very nicely organized. Professor Andrew is a great teacher.Loved the course and enjoyed the assignments