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学生对 DeepLearning.AI 提供的 Natural Language Processing with Classification and Vector Spaces 的评价和反馈

4.6
4,597 个评分

课程概述

In Course 1 of the Natural Language Processing Specialization, you will: a) Perform sentiment analysis of tweets using logistic regression and then naïve Bayes, b) Use vector space models to discover relationships between words and use PCA to reduce the dimensionality of the vector space and visualize those relationships, and c) Write a simple English to French translation algorithm using pre-computed word embeddings and locality-sensitive hashing to relate words via approximate k-nearest neighbor search. By the end of this Specialization, you will have designed NLP applications that perform question-answering and sentiment analysis, created tools to translate languages and summarize text. This Specialization is designed and taught by two experts in NLP, machine learning, and deep learning. Younes Bensouda Mourri is an Instructor of AI at Stanford University who also helped build the Deep Learning Specialization. Łukasz Kaiser is a Staff Research Scientist at Google Brain and the co-author of Tensorflow, the Tensor2Tensor and Trax libraries, and the Transformer paper....

热门审阅

YB

Oct 15, 2022

This course is excellent and is well-organized​. I would definitely recommend it to others. The instructor​ explains the topic in a crystal clear way​. I​ learned a lot and had a great time. Thanks!

MR

Feb 11, 2023

I really enjoy and this course is exactly what I expect. It covers both practical and conceptual aspects greatly and I recommend everyone to enroll in this course to make their NLP foundations strong

筛选依据:

726 - Natural Language Processing with Classification and Vector Spaces 的 750 个评论(共 906 个)

创建者 Sergio B

Nov 28, 2021

Well balanced and the assignments give you a solid base to start a new project.

创建者 Zahra S

Dec 22, 2020

very informative regarding the basics of NLP leading to get specialized course

创建者 Shubhapradha S

Jul 16, 2020

This is one of the best courses on NLP. The core concepts are taught very well.

创建者 Octavio S

Jul 11, 2023

It would be helpful to watch the graded tasks to see how it should be done.

创建者 Yuanqin M

Sep 30, 2021

It is really hard for me to accomplish it. But I did! I am proud of myself.

创建者 Ramprakash V

Aug 11, 2020

Wonderful course for NLP beginners. It sets you in the path of NLP mastery.

创建者 Carlos M

Jul 15, 2020

Very good course of NLP. Some early bird problems about assignment grading

创建者 Enrique C

Jul 11, 2020

graders have errors, and that leads to wasted time. the content is just ok

创建者 OREISTEIN P

Mar 27, 2021

A good introduction! Can't ait to do the following course to go deeper!

创建者 Stelios K

Oct 12, 2021

it could be more in depth e.g. PCA part. Also week 4 could be better.

创建者 Rogerio B

Oct 23, 2020

Very good course. It needs to correct some assignments code, though.

创建者 Jaswin K

Aug 27, 2020

Can be better! More detailed exposition is required in this course.

创建者 Rajaseharan R

Dec 26, 2021

Some of the assignment's code needs to be revised and calrified.

创建者 Timothy G

Aug 30, 2020

This course learn some additional techniques to speed process up.

创建者 Shen C

Jul 15, 2020

this is a very easy course. doesn't feel like intermediate level.

创建者 prem

Jul 30, 2024

I would like to get this type of knowledge in native language

创建者 Ranjan S

Oct 5, 2020

Awesome course by the team. First step towards learning NLP :)

创建者 Winster P

Oct 31, 2024

Really helpful and beneficial to understand the basics of NLP

创建者 kp

Dec 21, 2020

Pretty simple content, could use more details and more videos

创建者 Mukund

Oct 17, 2021

More practical and latest NLP techniques should be included

创建者 Magdy H

Jul 10, 2020

Good content, but an overview only of many important topics

创建者 Javier

Aug 31, 2021

An amazing introduction, with a lot of practical exercises

创建者 AASEA G I (

Aug 29, 2023

This course can be improved by including more examples.

创建者 Jobaear H

Dec 1, 2021

Need to explain code deeply. Overall excellent course

创建者 Yifan W

Dec 29, 2020

The last assignment is too long and badly organized