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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.

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

创建者 Ameet M

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Oct 7, 2025

the labs are pretty outdated, like the use of NTLK library is of no use anymore and the course should be revisited and edited to get the best and latest examples

创建者 aki n

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Mar 2, 2023

I could not finishe the course because I have a compiling trouble.

Is there any way to initialize the assighnment file?

创建者 Jing W

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May 26, 2022

very now or then 2mins of truncated videos make inconsistent, disruptive learning experience.

创建者 Tamas I

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Sep 7, 2020

Very light content, no depth to many of the concepts. Not worth the money.

创建者 Janakiram C

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May 10, 2023

I have submitted the week 4 lab assignment but it is grading as zeros

创建者 Ngacim

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Nov 1, 2020

Just ignore videos. They're kind of wasting your time.

创建者 Shiny J S

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Oct 31, 2020

A disaster of the programming assignment grading

创建者 Deleted A

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Oct 20, 2022

no forum, broken grading test but no fix

创建者 Elshan B

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May 1, 2021

Assignments notebooks were not launched.

创建者 Priyadarshani M

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Nov 3, 2025

cell is properly not working

创建者 Masami K

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Jun 29, 2024

Too hard

创建者 Baivab S

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Oct 6, 2022

good