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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

3,510개의 평가
710개의 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


2021년 5월 24일

Great Course,

Very 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


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 722개 리뷰 중 251~275

교육 기관: John G

2021년 7월 1일

The interactive notebooks are all so well done. Thank you for this great course!

교육 기관: Sourov D

2020년 8월 3일

Excellent explanation and enjoyable assignment. Perfect course to kickstart NLP.

교육 기관: Diksha J

2020년 7월 14일

Very good course. I am completely new to NLP and I find this course very useful.

교육 기관: Deleted A

2020년 8월 13일

Absolutely to the point and great topics. Loved every line of code in the NLP.

교육 기관: Eduardo R S

2020년 7월 30일

Up-to-date content with great teachers. Very complete programming assignments.

교육 기관: Tran N M T

2020년 7월 7일

Excellent course. Easy to understand explanations and good application skills

교육 기관: Sinan C

2020년 8월 30일

Requires some backgroung in deep learning. Great introductory course for NLP

교육 기관: Daniel B

2020년 11월 8일

Explain very well the concepts and the exercises make everything very clear

교육 기관: Oussama I

2020년 10월 1일

Enjoyable course with adequate pace and interesting labs and assignments !!

교육 기관: Adrien

2020년 8월 26일

Le cours est parfait, les travaux pratiques sont appliqués et passionnants.

교육 기관: VIVEK B

2021년 3월 13일

Good beginning. Looking forward to the rest of the specialization courses.

교육 기관: Rong L

2020년 7월 5일

Very knowledgeable tutor and really informative intensive course material.

교육 기관: Himanshu P

2020년 7월 26일

Very nice course with very short length videos and very much informative.

교육 기관: Reza M M

2022년 5월 11일

It was really helpful. I learned alot, I hope I could use it in my work.

교육 기관: Akhilesh K M

2020년 8월 18일

Gained key concepts on NLP looking forward to next section of the course

교육 기관: Aftab K

2021년 1월 2일

Great content, very well taught, detailed hands on practice exercises.

교육 기관: Nicholas K

2020년 9월 12일

Gentle and patiently-explained introduction to the basics of intro NLP

교육 기관: Kilian K

2020년 7월 3일

Excellent introduction to various fundamental algorithms and concepts.

교육 기관: Eduardo A F V

2020년 6월 25일

Great introduction to modern NLP and preparation for newer techniques!

교육 기관: João S

2020년 6월 25일

Really likes the content. a Nic balance between content and difficulty

교육 기관: Hossein R

2020년 10월 25일

great instructors,

it can very useful for students as NLP introduction

교육 기관: Francisco P

2020년 8월 31일

Muy bueno, especialmente para gente que este empezando con este tema.

교육 기관: Utku T

2021년 2월 13일

Awesome course! I learned many theoretical and practical techniques.

교육 기관: Pratik D

2020년 7월 7일

Loved how the course was paced. The ungraded labs were very helpful!

교육 기관: Vinay K N

2022년 3월 27일

Easy to understand and comfortable in learning complex algorithms.