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学生对 Coursera 提供的 Fine Tune BERT for Text Classification with TensorFlow 的评价和反馈

4.6
211 个评分

课程概述

This is a guided project on fine-tuning a Bidirectional Transformers for Language Understanding (BERT) model for text classification with TensorFlow. In this 2.5 hour long project, you will learn to preprocess and tokenize data for BERT classification, build TensorFlow input pipelines for text data with the tf.data API, and train and evaluate a fine-tuned BERT model for text classification with TensorFlow 2 and TensorFlow Hub. Prerequisites: In order to successfully complete this project, you should be competent in the Python programming language, be familiar with deep learning for Natural Language Processing (NLP), and have trained models with TensorFlow or and its Keras API. Note: 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....

热门审阅

YC

Jun 19, 2021

The project is very clear and easy to follow. Would suggest providing some gmail account so that we don't have to log into the colab using our own google credentials.

AT

Feb 1, 2023

it is very helpful and simply explain the idea of Bert model , really it is useful project

筛选依据:

1 - Fine Tune BERT for Text Classification with TensorFlow 的 25 个评论(共 41 个)

创建者 Thierry C

Sep 25, 2022

Unable to complete the course because the version of tensorflow used in it doesn't play nice anymore with the collab environment the course use :(

创建者 vibhor s

Feb 28, 2021

1.No video are there to explain the concepts(it has a video link which doesn't work).

2.There is no Rhyme Environment as mentioned in the description.

3.It only has a notebook which contains only the code without any explanation.

创建者 David N

Mar 10, 2021

Very helpful to have it explained so patiently and thoroughly. I am not sure how one starts to really be able to practically work these deep and intricate libraries without the training wheels of all the guidance in these courses. But regardless, if would probably be prohibitively difficult without them, so I am grateful fo all the folks at Coursera that take the time to produce this material and courses.

创建者 Yashvander B

Jun 27, 2021

The course is just awesome. I searched a ton of tutorials on fine tuning before landing onto this guided-project and I can't tell how blessed I feel now. The course is even better than most full TensorFlow tutorials which teach all the vague stuff that I have to omit all the time. Snehan has beautifully explained what is "just necessary" to dive into fine tuning BERT.

Thanks for the course :)

创建者 Sardi I

Apr 5, 2022

This course can help us to understand BERT for text classification with tensorflow and the material presented is quite easy to follow :)

创建者 Deleted A

Apr 4, 2021

Helped me cement the basic understanding on how to use BERT for my use case.

创建者 Bipul M P

Nov 16, 2020

Excellent course for those who already has done some research on the field.

创建者 Edanur K

Feb 8, 2023

Gerçekten aydınlatıcı ve anlaşılır bir eğitim. (Ben ücretsiz bu eğitime eriştim. )

Uygulamalı eğitimler her zaman teorikten daha kalıcı oluyor. Üstelik kişinin ben bunu yapabilirim deme noktasında bir özgüven verdiği de gerçek.

Eğitmenlerime ve içeriği hazırlamada yardımı dokunan herkese çok teşekkür ederim

创建者 Areej A

Dec 13, 2021

Excellent and very helpful course, the instructor language is very clear and concise and to the point, I would love to learn more from the same instructor.

创建者 Janpu H

Dec 25, 2021

I have some experience on computer vision and need to take a NLP project, this course give me a heads up on the project.

创建者 Vijender S

Apr 13, 2021

The project was well explained and provided good understanding of bert for text classification. Also the quiz were good.

创建者 Fancy Y

May 14, 2021

It would be helpful if the course was also offered outside of Google colab environment (standalone).

创建者 Atharv P

Mar 2, 2024

This course helped me to understand the Transformer architecture and also various NLP techniques.

创建者 Ahmed T

Feb 2, 2023

it is very helpful and simply explain the idea of Bert model , really it is useful project

创建者 Yunhong H

Feb 9, 2022

The project is well designed, helpful. I learn a lot from this project. Thank you very much

创建者 James S

Dec 14, 2020

Great course. Easy to follow & straightforward explanations.

创建者 Deleted A

Apr 16, 2021

really nice glue to connect all the dots. Thanks so much

创建者 Janmejay B

Oct 7, 2020

Need More detail explanation as its a advance NLP topic.

创建者 Rohit L

Aug 8, 2021

Need a bit of preknowledge of bert and preprocessing

创建者 Kenneth N

Jun 6, 2022

colab was extremly slow but the teacher was great

创建者 Tiffany T

Feb 15, 2021

A great introduction to BERT and with TensorFlow

创建者 Quynh T

Jul 18, 2021

the project is perfect. Thank you very much

创建者 Shizheng L

May 27, 2022

Great course to learn step by step.

创建者 Nguyen V T

Jun 12, 2022

thank you, This project is useful.