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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:

1251 - Sequence Models 的 1275 个评论(共 3,832 个)

创建者 Jerome R

Apr 9, 2018

Perfect balance between theory and practice, with intuition first approach! Thank you!!!

创建者 Jesús P

Mar 26, 2018

A really good course! However it can go deeper with other type of timeseries problems :)

创建者 Karl S

Feb 18, 2018

This should be required material for anyone going into deep learning from another field.

创建者 Nishant S

Feb 13, 2018

good course...assignments are great allowing one to understand the activities in detail.

创建者 Dhaval S

Jan 2, 2022

Some topics are really tough to grasp. Howeve, it is giving is most recent information.

创建者 Kyaw T H

Oct 24, 2020

The Course is awesome and best! But, it is difficult for who doesn't familiar with NLP.

创建者 Madhav D

May 28, 2020

Fantastic course by Prof Andrew Ng and the Deeplearning.ai team. I highly recommend it!

创建者 Yuri G

Apr 12, 2019

I like the great approach to the tasks which are no way dull, but are really inspiring.

创建者 Yiqin Y

Mar 9, 2018

Thanks to Professor Andrew and all the staff, this is really, really an amazing course!

创建者 victor v a

Oct 26, 2022

Great course! Learned a lot, even though I already was familiar with neural networks.

创建者 Will S

May 26, 2020

Lecture content was very good. Coding examples of keras/tf during lectures would help.

创建者 Chetan

May 11, 2020

Great course with some really cool and necessary assignments to learn sequence models.

创建者 Thanh N N

Nov 3, 2019

Great course! I learned quite a lot from this course. Thanks so much, Prof. Andrew Ng!

创建者 Jonery.L

Apr 1, 2019

Very excellent course. You have to work hard in order to complete it, but it's worthy.

创建者 Dan L

Aug 2, 2018

Specific course. I really enjoy all courses of this specialization. Thanks, Prof. Ng!

创建者 Mark P

May 4, 2018

Would love to see a course on deep reinforcement learning and GANs (generative models)

创建者 John E B

Mar 7, 2018

Very interesting! Only thing is perhaps a better introduction to Keras functional API.

创建者 Илья В

Jun 4, 2021

Прекрасный курс. К тому же, программа обновляется, что делает его еще более полезным.

创建者 Juan E R

Oct 15, 2020

This was a great course, I could learn a lot of Machine Learnings and Deep Learnings.

创建者 Малышев Я

Jul 14, 2020

Great course!

Interesting materials and exicting programming assignments.

Thanks a lot!

创建者 Oliver P

Jun 27, 2020

It helped me a lot putting my existing knowledge on Sequence Models on a solid basis.

创建者 Karthikeyan T P

Jan 20, 2020

Excellent course regarding Recurrent Neural Networks and Natural Language processing.

创建者 Animesh S

Jun 16, 2019

Amazing content, can get really strenuous. An apt end to an excellent specialisation.

创建者 Jaime R

Dec 8, 2018

Everything you should know about Recurrent Neural Networks with some impressive demos

创建者 Huaixiu Z

Mar 4, 2018

Great design of the structure to cover both language modeling and speech recognition.