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Named Entity Recognition using LSTMs with Keras(으)로 돌아가기

Coursera Project Network의 Named Entity Recognition using LSTMs with Keras 학습자 리뷰 및 피드백

4.4
별점
159개의 평가
36개의 리뷰

강좌 소개

In this 1-hour long project-based course, you will use the Keras API with TensorFlow as its backend to build and train a bidirectional LSTM neural network model to recognize named entities in text data. Named entity recognition models can be used to identify mentions of people, locations, organizations, etc. Named entity recognition is not only a standalone tool for information extraction, but it also an invaluable preprocessing step for many downstream natural language processing applications like machine translation, question answering, and text summarization. This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser. You will get instant access to pre-configured cloud desktops containing all of the software and data you need for the project. Everything is already set up directly in your internet browser so you can just focus on learning. For this project, you’ll get instant access to a cloud desktop with Python, Jupyter, and Keras pre-installed. Notes: - You will be able to access the cloud desktop 5 times. However, you will be able to access instructions videos as many times as you want. - This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions....

최상위 리뷰

YK
2021년 6월 18일

End to End example of how to implement NLP NER in Keras using bi directional LSTM. Completed notebook can be found in the Coursera project resource page.

BN
2020년 5월 29일

Excellent short course with hands on exercise. Wish to do more free courses.

필터링 기준:

Named Entity Recognition using LSTMs with Keras의 36개 리뷰 중 1~25

교육 기관: Mohamed H G

2020년 5월 27일

You could increase the time limit for the instructor to explain the functions and logic behind it more elaborately.

And i would be happy if they provided an option for compiling on our own desktops which would be quicker and more efficient on real world Data.

The online GPU was dependent on the internet connectivity and wasn't efficient enough.

On the whole, the course was helpful, Thanks.

교육 기관: Ashutosh R

2020년 5월 28일

Explanations of functions and library used were a little less, otherwise a good course

교육 기관: Raihan R

2020년 5월 8일

A very short course with very little explanation. Rhyme server keeps restarting without any apparent reason. Probably a YouTube video with a Google Colaboratory workbook would have sufficed. Without exercises to practice on, students can only mindlessly copy what the instructor just did.

교육 기관: Shashi K G

2020년 9월 6일

This project is a short end-end show. Quickest way to know the process.

교육 기관: Anantha P

2020년 5월 25일

Good course covering all the basics required to train a NER model using LSTM without requiring a lot of per-requisite knowledge. Guided project made it easy to follow the instructor and to get an hands on experience

교육 기관: Rajat R B

2020년 5월 31일

Rhyme never connected and project was too simple. Elaborate explanations would help!

교육 기관: anurag g

2020년 7월 7일

The course content was very elementary for someone who wants to create a working project using NER. Author was directly using all the concepts in the code without any explanation. So, it was just copy-pasting the code. This will help only if you want an elementary piece of code without any explanation. Not worth your money!!

교육 기관: Yaron K

2021년 6월 19일

End to End example of how to implement NLP NER in Keras using bi directional LSTM. Completed notebook can be found in the Coursera project resource page.

교육 기관: Biranchi N N

2020년 5월 30일

Excellent short course with hands on exercise. Wish to do more free courses.

교육 기관: Mwenda

2021년 4월 3일

Great course! Gives you a solid understanding of NER.

교육 기관: Patrick O

2020년 5월 31일

Excellent course on revising LSTMs and Keras!

교육 기관: Aldrin C V

2020년 6월 23일

A good way to start learning DL using Keras

교육 기관: Ramprasath A

2020년 5월 20일

It served the purpose..

교육 기관: farhan a j

2020년 10월 7일

Great explanation

교육 기관: serdar b

2021년 1월 19일

Good instructor.

교육 기관: janmejay b

2020년 9월 28일

Nice project...

교육 기관: Sylvert T

2020년 5월 15일

Help me a lot

교육 기관: Kamlesh C

2020년 6월 18일

Thank you...

교육 기관: Gaikwad N

2020년 7월 23일

Excellent

교육 기관: Rutal M

2020년 6월 2일

nice one

교육 기관: Doss D

2020년 6월 14일

Thank u

교육 기관: HASSAINAR T S

2020년 6월 4일

Awesome

교육 기관: sarithanakkala

2020년 6월 23일

Useful

교육 기관: Rifat R

2020년 6월 5일

Great

교육 기관: p s

2020년 6월 23일

Nice