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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
3,408件の評価
692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

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.

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

フィルター:

Natural Language Processing with Classification and Vector Spaces: 551 - 575 / 704 レビュー

by Yuhao W

2020年8月16日

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

by Kirill T

2020年7月11日

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

by Gianmarcos E

2020年11月26日

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

by Alberto P

2022年3月12日

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

by Vaibhav O

2020年7月3日

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

by Shahin Z

2020年10月7日

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

by Musa A

2020年7月1日

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

by Kamal N S

2020年9月29日

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

by Huynh N A

2021年5月17日

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

by Nick K

2020年7月29日

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

by Saúl R

2021年9月4日

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

by aydinakgokalp

2020年12月9日

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

by DARREL N

2020年7月8日

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

by Norun N

2021年7月25日

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

by peyman s

2020年12月31日

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

by Victor H

2020年7月27日

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

by Matthew M

2021年6月22日

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

by Sergio B

2021年11月28日

Well balanced and the assignments give you a solid base to start a new project.

by Zahra S

2020年12月22日

very informative regarding the basics of NLP leading to get specialized course

by Shubhapradha

2020年7月17日

This is one of the best courses on NLP. The core concepts are taught very well.

by Yuanqin M

2021年9月30日

It is really hard for me to accomplish it. But I did! I am proud of myself.

by Ramprakash V

2020年8月11日

Wonderful course for NLP beginners. It sets you in the path of NLP mastery.

by Carlos M

2020年7月15日

Very good course of NLP. Some early bird problems about assignment grading

by Enrique C

2020年7月12日

graders have errors, and that leads to wasted time. the content is just ok

by OREISTEIN P

2021年3月28日

A good introduction! Can't ait to do the following course to go deeper!