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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
4,597 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

YB

Oct 15, 2022

This course is excellent and is well-organized​. I would definitely recommend it to others. The instructor​ explains the topic in a crystal clear way​. I​ learned a lot and had a great time. Thanks!

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

筛选依据:

226 - Natural Language Processing with Classification and Vector Spaces 的 250 个评论(共 906 个)

创建者 Santiago “

Apr 7, 2024

Learned what I needed to know in order to apply it in my work! It's quite a big step in the right direction for me.

创建者 Vishal b

Mar 28, 2021

Course is amazing . Learned concepts like word embeddings, LSH and word translation . All the labs are also amazing

创建者 Zoltan S

Jul 8, 2020

A well structured course covering some of the basics. Looking forward to the other 3 courses in the specialization.

创建者 Anh N

Mar 31, 2024

This course helped me a lot in understanding what is NLP and how to process NLP using some basic algorithms in ML.

创建者 Thomas S

Mar 23, 2021

A great introduction to NLP using basic probabilistic model with great intuition buildup for vector spaces in NLP.

创建者 Sunil K J S

Aug 27, 2020

Concepts are explained in a highly structured manner. The assignments help in verifying how much we have learned.

创建者 Dhanuka R M

Jul 29, 2020

Was a great course. Instructors were very clear. Assignments are good. Not very hard but not really easy either.

创建者 Meng

Mar 30, 2021

Lab sections are very helpful! Topics are very interesting & useful, especially the locality sensitive hashing!

创建者 Juan S P V

Jul 30, 2020

This course is very important if you want to start study NLP, it is intutively and with huge among of contents.

创建者 Albeiro E

Nov 14, 2020

One of the best NLP courses with a wonderful NLP introduction! Thank you so much Coursera and DeepLearning.ai!

创建者 Ochilov T

Aug 16, 2020

Very structured course. I highly recommend and mentors are really knowlegeable. I build good intution into NLP

创建者 Deleted A

May 18, 2021

Loved the way how everything is taught from scratch using numpy. Thank you for creating such wonderful course

创建者 AKHIL S

Aug 14, 2020

Great course!! I love all the courses fro deeplearning.ai. Amazing lectures and fabulous notebooks. HatsOFF

创建者 ksenia g

Jun 11, 2023

This course provide a very clear theoretical overview of the topics and clear and well commented notebooks.

创建者 Sebastian

Apr 11, 2022

Very detailed explanations and nice training exercises to implement what one has learned in the lectures.

创建者 Souvik D

Jun 19, 2021

This is a fundamental course of NLP starting from the scratch yet very challenging and well put together.

创建者 Greg S

Aug 17, 2021

I liked this course. It struck a good balance between holding your hand and letting you learn by doing.

创建者 Ramachandran M

Mar 27, 2021

Course is great

Sometimes there is penalty in grades for using alternate methods to arrive at same answer

创建者 Christopher H

Feb 26, 2021

I enjoyed this course. Practical and labs were great. Loads of concepts introduced that are interesting.

创建者 Paulo M

Oct 20, 2020

Very good! I liked that you put more exercise among the lectures. It make all the diference! Very Good!!

创建者 Bala P C

Sep 18, 2020

This was a very comprehensive first course to get started with NLP.

Looking forward to the other courses!

创建者 Vijay A

Aug 16, 2020

Thoroughly enjoyed learning.. Videos and Jupyter Notebooks have a lot of content. Nicely planned course!

创建者 Shishir K

Jul 26, 2020

I like the course. Especially the math behind these concepts. Word Embeddings was explained very nicely.

创建者 Fred B

Mar 30, 2021

This course is really interesting and I'm grateful to Dr. Andrew Ng and his team for the good work done

创建者 Zanyu S

Jan 22, 2021

A good class for people who hope to learn the algorithms and application of NLP. I learn a lot from it.