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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
4,632 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:

276 - Natural Language Processing with Classification and Vector Spaces 的 300 个评论(共 912 个)

创建者 Jeff W

Oct 29, 2023

Manageable intermediate concepts and skills for NLP presented clearly throughout the course

创建者 Prajesh S

May 2, 2023

Its short, sweet and totally focused to the required content for the enthusiastic students.

创建者 Ravi R

Jan 2, 2022

A great course to give you the basic understanding of NLP. Simple tasks and helpful hints.

创建者 Sachin C

Aug 13, 2020

I liked this course. Well designed and well structured. Good course to start learning NLP.

创建者 Nihar P

Jun 29, 2020

Great course, Provides in-depth knowledge of how to work with Natural Language Processing.

创建者 Mrityunjay J

Mar 31, 2021

Excellent Instructors!!! The content is very well organized at a steady pace of progress.

创建者 Dominik N

Jan 26, 2021

I like that course. It is well balanced. A good mix of relevant mathematics and practice.

创建者 Neeraj M

Aug 28, 2020

beyond expectation.....i am assured that after this course I will gain expert skills NLP.

创建者 LUIS F G M

Jan 31, 2025

Un gran curso para empezar a aprender a construir modelos de IA desde cero. ¡Me encantó!

创建者 Dittaphong P

Oct 16, 2020

Very good course, I have taken so much knowledge & experience. Good Instructional Media.

创建者 joreenginer

Aug 18, 2020

The most interesting part was hash functions and hash tables, the ideas of NLP was easy.

创建者 Sparsh P

Aug 2, 2020

Excellent Sessions. Some assignments were a bit difficult but overall outstanding.Thanks

创建者 Jay G

Jul 28, 2020

Overall, the course was amazing. It explains the terminologies in a much intuitive way.

创建者 Vaseekaran V

Nov 27, 2020

Really great intro to NLP and the math was explained in a beautiful manner. Thank you.

创建者 Rishabh M

Jul 10, 2020

Excellent course for intermediate level and anyone who wants to start NL using Python.

创建者 Kevin S

Jun 28, 2020

Brilliant!!! Anyone who wishes to master NLP should definitely sign up for this course

创建者 Cristian C R T

Sep 20, 2024

Esta muy bueno para introducir algunos tópicos del procesamiento del lenguaje natural

创建者 Sailesh S

May 16, 2021

Beginner friendly, concise and intuitive! Thank you for sharing this course with us .

创建者 Sharath K

Feb 18, 2021

Excellent course. The lab sessions are the best part and give a lot of good practice.

创建者 Ram S

Jul 27, 2020

Somewhat elementary course, but I am hoping next set of courses will be more advanced

创建者 SANDESH A

Aug 29, 2021

would like to recommend to those who would like to start their career in NLP domain.

创建者 Jorge M

Apr 25, 2021

Great course, I'll definitely recommend it to all people interested in learning NLP.

创建者 fozan t

Jan 15, 2024

Best course on NLP , must for anyone who wants to learn Natural Language Processing

创建者 Sharanya N

Jun 13, 2025

Learnt a lot of concepts in simple terms and was able to implement it in the code