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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
4,619 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

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

PS

Jul 8, 2020

Fun, interesting and useful course. A couple of road bumps in the assignments made me waste a lot of time, but the forums and Slack channels were lifesavers in those situations.

筛选依据:

301 - Natural Language Processing with Classification and Vector Spaces 的 325 个评论(共 909 个)

创建者 Madhuri A

Jul 26, 2021

Great Course on NLP! All topics were explained with good examples and exercises.

创建者 John G

Jul 1, 2021

The interactive notebooks are all so well done. Thank you for this great course!

创建者 Sourov D

Aug 3, 2020

Excellent explanation and enjoyable assignment. Perfect course to kickstart NLP.

创建者 Diksha J

Jul 14, 2020

Very good course. I am completely new to NLP and I find this course very useful.

创建者 Deleted A

Aug 12, 2020

Absolutely to the point and great topics. Loved every line of code in the NLP.

创建者 Eduardo R S

Jul 30, 2020

Up-to-date content with great teachers. Very complete programming assignments.

创建者 Curtis C

Apr 22, 2024

Very interesting. It helps to have Python, Numpy library, Vectors experience.

创建者 Tran N M T

Jul 7, 2020

Excellent course. Easy to understand explanations and good application skills

创建者 Sinan C

Aug 30, 2020

Requires some backgroung in deep learning. Great introductory course for NLP

创建者 Supriya R

Jun 19, 2025

Very insightful and clear to understand despite being such a complex topic!

创建者 Daniel B

Nov 8, 2020

Explain very well the concepts and the exercises make everything very clear

创建者 Oussama I

Oct 1, 2020

Enjoyable course with adequate pace and interesting labs and assignments !!

创建者 Adri_fr

Aug 26, 2020

Le cours est parfait, les travaux pratiques sont appliqués et passionnants.

创建者 VIVEK B

Mar 13, 2021

Good beginning. Looking forward to the rest of the specialization courses.

创建者 Rong L

Jul 4, 2020

Very knowledgeable tutor and really informative intensive course material.

创建者 Himanshu P

Jul 26, 2020

Very nice course with very short length videos and very much informative.

创建者 Michał K

May 17, 2023

Good course, but on last exam some exercices have been already fullfiled

创建者 Ekow D

Oct 10, 2022

Great, systematic course - easy to follow along and try the assignments

创建者 Reza M M

May 11, 2022

It was really helpful. I learned alot, I hope I could use it in my work.

创建者 Akhilesh K M

Aug 18, 2020

Gained key concepts on NLP looking forward to next section of the course

创建者 Aftab K

Jan 2, 2021

Great content, very well taught, detailed hands on practice exercises.

创建者 Nick K

Sep 12, 2020

Gentle and patiently-explained introduction to the basics of intro NLP

创建者 Kilian K

Jul 3, 2020

Excellent introduction to various fundamental algorithms and concepts.

创建者 Eduardo A F V

Jun 25, 2020

Great introduction to modern NLP and preparation for newer techniques!

创建者 João S

Jun 25, 2020

Really likes the content. a Nic balance between content and difficulty