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Natural Language Processing with Classification and Vector Spaces に戻る

deeplearning.ai による Natural Language Processing with Classification and Vector Spaces の受講者のレビューおよびフィードバック

4.6
3,391件の評価
690件のレビュー

コースについて

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, and even built a chatbot! 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....

人気のレビュー

MN

2021年5月24日

Great Course,\n\nVery few courses where Algorithms like Knn, Logistic Regression, Naives Baye are implemented right from Scratch . and also it gives you thorough understanding of numpy and matplot.lib

SK

2020年7月17日

One of the best introductions to the fundamentals of NLP. It's not just deep learning, fundamentals are really important to know how things evolved over time. Literally the best NLP introduction ever.

フィルター:

Natural Language Processing with Classification and Vector Spaces: 576 - 600 / 703 レビュー

by Stelios K

2021年10月12日

i​t could be more in depth e.g. PCA part. Also week 4 could be better.

by Rogerio S B

2020年10月23日

Very good course. It needs to correct some assignments code, though.

by Jaswin K

2020年8月28日

Can be better! More detailed exposition is required in this course.

by Rajaseharan R

2021年12月27日

S​ome of the assignment's code needs to be revised and calrified.

by Timothy G

2020年8月30日

This course learn some additional techniques to speed process up.

by Shen C

2020年7月15日

this is a very easy course. doesn't feel like intermediate level.

by Ranjan S

2020年10月5日

Awesome course by the team. First step towards learning NLP :)

by Pankaj K

2020年12月21日

Pretty simple content, could use more details and more videos

by Mukund

2021年10月17日

More practical and latest NLP techniques should be included

by Magdy H

2020年7月10日

Good content, but an overview only of many important topics

by Javier

2021年8月31日

An amazing introduction, with a lot of practical exercises

by Jobaear H

2021年12月1日

Need to explain code deeply. Overall excellent course

by Yifan W

2020年12月29日

The last assignment is too long and badly organized

by Sophie Z

2020年12月26日

The lecture part is short and homework id straight.

by Parisa A K

2022年4月26日

Great way to start your study in the field of NLP

by Jiang Z

2021年5月27日

basic theoratical and pratical introduction

by Franz N

2020年10月4日

Good content, assignments could be improved

by Sourav K

2021年2月22日

Good theoretical and practical examples.

by Ruiwen W

2020年7月16日

somewhat explanation are not super clear

by Mehmet F B

2020年10月3日

last assigment was very long and hard

by Wibowo P

2020年9月28日

good enough to review NLP materials

by Siddharth S

2021年9月19日

very good and simple explanation!

by Ruan L D

2021年7月27日

Great, but sometime many teorical

by Leon V

2020年7月20日

Grader issues, but generally good

by Subhendu R M

2020年9月27日

A very nice and concise course.