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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

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4,632 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

PP

Jan 9, 2024

Started off great, but I feel like the more advanced stuff could've been better explained. Regarding the exercises, I felt like the labs often gave too much information that made them all to easy.

JC

Apr 20, 2021

The material was a little shallow in places, and there are some long standing issues with assignments and quizzes that remain unresolved. Other than that, it was an interesting course.

筛选依据：

751 - Natural Language Processing with Classification and Vector Spaces 的 775 个评论（共 912 个）

创建者 Magdy H

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Jul 10, 2020

Good content, but an overview only of many important topics

创建者 Javier

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Aug 31, 2021

An amazing introduction, with a lot of practical exercises

创建者 AASEA G I (

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Aug 29, 2023

This course can be improved by including more examples.

创建者 Jobaear H

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Dec 1, 2021

Need to explain code deeply. Overall excellent course

创建者 Yifan W

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Dec 29, 2020

The last assignment is too long and badly organized

创建者 Sophie Z

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Dec 26, 2020

The lecture part is short and homework id straight.

创建者 Parisa A K

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Apr 26, 2022

Great way to start your study in the field of NLP

创建者 sa2706

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Jan 7, 2023

I think the homeworks could be more challenging

创建者 Jiang Z

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May 26, 2021

basic theoratical and pratical introduction

创建者 Franz N

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Oct 4, 2020

Good content, assignments could be improved

创建者 Sourav K

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Feb 22, 2021

Good theoretical and practical examples.

创建者 Ruiwen W

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Jul 16, 2020

somewhat explanation are not super clear

创建者 Mehmet F B

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Oct 3, 2020

last assigment was very long and hard

创建者 Wibowo P

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Sep 28, 2020

good enough to review NLP materials

创建者 Siddharth S

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Sep 19, 2021

very good and simple explanation!

创建者 Ruan L D

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Jul 27, 2021

Great, but sometime many teorical

创建者 Leon V (

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Jul 20, 2020

Grader issues, but generally good

创建者 Subhendu M

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Sep 27, 2020

A very nice and concise course.

创建者 Khaled G

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Dec 6, 2020

The slides should be provided

创建者 BOUACHA L

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Jun 30, 2022

you can add french subtitles

创建者 Mohamed T B

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Jul 31, 2020

awesome content but too easy

创建者 V B

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Aug 21, 2020

Vector Modelling for NLP

创建者 Mohammed F

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Jul 6, 2023

Much recommended course!

创建者 Aakash G

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Aug 1, 2020

Explained LSH very Well.

创建者 Pruthvi R P

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Dec 29, 2021

Bugs in Assignment code