Chevron Left
Convolutions for Text Classification with Keras(으)로 돌아가기

Coursera Project Network의 Convolutions for Text Classification with Keras 학습자 리뷰 및 피드백

121개의 평가
13개의 리뷰

강좌 소개

Welcome to this hands-on, guided introduction to Text Classification using 1D Convolutions with Keras. By the end of this project, you will be able to apply word embeddings for text classification, use 1D convolutions as feature extractors in natural language processing (NLP), and perform binary text classification using deep learning. As a case study, we will work on classifying a large number of Wikipedia comments as being either toxic or not (i.e. comments that are rude, disrespectful, or otherwise likely to make someone leave a discussion). This issue is especially important, given the conversations the global community and tech companies are having on content moderation, online harassment, and inclusivity. The data set we will use comes from the Toxic Comment Classification Challenge on Kaggle. To complete this guided project, we recommend that you have prior experience in Python programming, deep learning theory, and have used either Tensorflow or Keras to build deep learning models. We assume you have this foundational knowledge and want to learn how to use convolutions in NLP tasks such as classification. Note: This course works best for learners based in the North America region. We’re currently working on providing the same experience in other regions....

최상위 리뷰


2020년 7월 25일

Good explanation about how to work with pretrained embeddings, but works too slow


2020년 7월 14일

Very good project to understand the use of convolution in text data.

필터링 기준:

Convolutions for Text Classification with Keras의 14개 리뷰 중 1~14

교육 기관: Kinjal S P

2020년 9월 30일

After this guided project i would like to do a new project on my own from all i learned in this course. The course was very informative, and explained why and what functions are used. Someone looking to experience hand-on on keras this project is just right.

교육 기관: RUDRA P D

2020년 7월 15일

Very good project to understand the use of convolution in text data.

교육 기관: Mesut Y

2020년 11월 23일


My major is economics. I have been following your PYTHON lessons for a long time. I participated in these projects to make myself better. I've seen the benefit of these lessons. Your lecture was great. I appreciate your hard work and your contribution to my knowledge.

교육 기관: Yaron K

2021년 6월 18일

Demonstrates using pre-computed word embeddings together with Keras CNN for classification. Did project in June2021 and the completed notebook was in the Coursera project resources section [Not in Rhyme].

교육 기관: Ruslan T

2020년 7월 26일

Good explanation about how to work with pretrained embeddings, but works too slow

교육 기관: Gangone R

2020년 7월 3일

very useful course

교육 기관: Salvador C A

2022년 6월 8일


교육 기관: Md. R Q S

2020년 9월 17일


교육 기관: tale p

2020년 6월 28일


교육 기관: Md. R A

2020년 6월 27일


교육 기관: Ashwin P

2020년 6월 26일


교육 기관: p s

2020년 6월 26일


교육 기관: Simon S R

2020년 9월 4일

Could still be improved.

교육 기관: Hanqing L

2020년 7월 12일

Insufficient insight given as why this particular setup (embedding, convolution etc.) works for classification. Resource sharing is missing: there is no code/data sharing despite of the promise in the video. Disappointing content.