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Natural Language Processing with Classification and Vector Spaces(으)로 돌아가기

deeplearning.ai의 Natural Language Processing with Classification and Vector Spaces 학습자 리뷰 및 피드백

4.6
별점
3,452개의 평가
699개의 리뷰

강좌 소개

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....

최상위 리뷰

MN

2021년 5월 24일

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

2020년 7월 17일

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.

필터링 기준:

Natural Language Processing with Classification and Vector Spaces의 712개 리뷰 중 226~250

교육 기관: Ahmed

2021년 1월 26일

Excellent course and i learned a lot particularly the subject matter and how maths is applied.

교육 기관: Tamas

2020년 6월 21일

Fantastic, congratulation. I have waited an NLP course from the workshop of Ng for a long time.

교육 기관: Atharva M

2021년 6월 8일

From starting with absolute basics, the course made me confident to further explore NLP field.

교육 기관: 黄瑞琪

2020년 12월 3일

居然做完了我感动得要死。作业量对python初级选手感觉还可以,感兴趣的同学不妨一试!这课最卡我的是第一周和第三周pca的部分。建议pca什么的就暂时不要死磕了不然你也像我一样浪费好多天。

교육 기관: Johann G G I

2020년 8월 9일

It's the best course of NLP. I learned all the theoretical fundament and differents models :D

교육 기관: Ravi R

2022년 1월 3일

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

교육 기관: Sachin C

2020년 8월 13일

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

교육 기관: Nihar P

2020년 6월 30일

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

교육 기관: Mrityunjay J

2021년 3월 31일

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

교육 기관: Dominik N

2021년 1월 27일

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

교육 기관: Neeraj M

2020년 8월 29일

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

교육 기관: Dittaphong P

2020년 10월 16일

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

교육 기관: joreenginer

2020년 8월 18일

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

교육 기관: Sparsh P

2020년 8월 2일

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

교육 기관: Jay G

2020년 7월 28일

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

교육 기관: Vaseekaran V

2020년 11월 27일

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

교육 기관: Rishabh M

2020년 7월 10일

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

교육 기관: Kevin S

2020년 6월 28일

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

교육 기관: Sailesh S

2021년 5월 16일

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

교육 기관: Sharath K

2021년 2월 18일

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

교육 기관: Ram S

2020년 7월 28일

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

교육 기관: SANDESH A

2021년 8월 30일

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

교육 기관: Jorge M

2021년 4월 25일

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

교육 기관: Miltos S

2020년 7월 4일

WOW I can't wait to start the next course of the specialization that was amazing!

교육 기관: Madhuri A

2021년 7월 26일

Great Course on NLP! All topics were explained with good examples and exercises.