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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

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.

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

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701 - Natural Language Processing with Classification and Vector Spaces 的 725 个评论(共 909 个)

创建者 Huziel E S F

Aug 13, 2021

In general good. The only problem was that some notebooks have typos, which makes the exercises a bit confusing. In particular in week 4.

创建者 Abhinav G

Aug 7, 2020

The course content was well planned and assignments were good. But due to several errors in videos and grader issues, giving a star less.

创建者 Vincent H

Dec 31, 2021

Course content is good, however, there are a number of bugs and errors in the quizzes and assignments that may throw people off.

创建者 Sharthak G

Aug 6, 2023

I think the intuition for PCA should have been expanded a bit more, but overall a very good introduction to the specialization.

创建者 Fabio

Oct 26, 2022

Great course, but it will be better if the instructors add a few more practical examples and explain a bit more the topics.

创建者 Yuhao W

Aug 16, 2020

Last section LSH is a bit difficult, please add more details and extend current videos length to make LSH understood better.

创建者 Kirill T

Jul 11, 2020

There were some unexplained moments (like PCA implementation in the 3rd course), but overall the course seems good.

创建者 Gianmarcos E

Nov 26, 2020

Me ayudó mucho este curso para entender como programar en python enfocandome al procesamiento del lenguaje natural

创建者 Anthony W

Jun 25, 2023

The final week of the course is not necessary (can be set as optional), since it's not commonly used in industry.

创建者 Alberto P

Mar 12, 2022

There were some files in the assigments that had a lot of bugs. But the rest of the course was very good.

创建者 Vaibhav O

Jul 3, 2020

Some of the concepts are too basic in the course and proper emphasis on vectorized operations is lacking.

创建者 Shahin Z

Oct 7, 2020

Very nice. (Would be even better if you can iron out all the little typos in the labs/assignments.)

创建者 Musa A

Jul 1, 2020

Course content was OK, but the instructer's performance is below average. I am sorry to say that.

创建者 Kamal N S

Sep 29, 2020

Informative course. Notebooks are well explained and very helpful to learn many concepts of ML.

创建者 Huynh N A

May 17, 2021

lab and assignments should be to understand and practice the theories, not programming skills

创建者 mehrdad b

Jul 4, 2024

Everything is perfect but the notes are super weak and abstract. Good notes defines a course

创建者 Mikalai K

Jul 29, 2020

good one! I would have done more complex tasks as assignments. Rather than that - very nice!

创建者 Pratik L

Jun 26, 2023

The explanation of topics is good, however the assignments seem a little spoon fed at times

创建者 Saúl R

Sep 4, 2021

Maybe you could be more rigorous, like in week 1 with the optional derivation of equations

创建者 aydinakgokalp

Dec 9, 2020

Course Material needs to be improved. But overall good course and teaches the way for NLP.

创建者 DARREL N

Jul 8, 2020

Excellent Course that provides detailed insights on usage of NLP and all of its concepts

创建者 Norun N

Jul 25, 2021

This is a must course if someone want to turn theoretical knowledge into practical ones

创建者 peyman s

Dec 31, 2020

The course is very well designed and integrated. I wish there was more material on PCA.

创建者 Victor H

Jul 27, 2020

The course should have more videos explaining, but the overall was good. Thank you.

创建者 Matthew M

Jun 22, 2021

Great course. Definitely only do if you are somewhat familiar with python though!