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学生对 DeepLearning.AI 提供的 Natural Language Processing in TensorFlow 的评价和反馈

4.6
6,531 个评分

课程概述

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. In Course 3 of the DeepLearning.AI TensorFlow Developer Specialization, you will build natural language processing systems using TensorFlow. You will learn to process text, including tokenizing and representing sentences as vectors, so that they can be input to a neural network. You’ll also learn to apply RNNs, GRUs, and LSTMs in TensorFlow. Finally, you’ll get to train an LSTM on existing text to create original poetry! The Machine Learning course and Deep Learning Specialization from Andrew Ng teach the most important and foundational principles of Machine Learning and Deep Learning. This new DeepLearning.AI TensorFlow Developer Specialization teaches you how to use TensorFlow to implement those principles so that you can start building and applying scalable models to real-world problems. To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization....

热门审阅

FQ

Oct 26, 2023

I already had some theoretical background from the Deep Learning Specialization from Andrew Ng, but with this course, I feel much more confident about building real-world applications with TensorFlow.

GS

Aug 26, 2019

Excellent. Isn't Laurence just great! Fantastically deep knowledge, easy learning style, very practical presentation. And funny! A pure joy, highly relevant and extremely useful of course. Thank you!

筛选依据:

676 - Natural Language Processing in TensorFlow 的 700 个评论(共 1,006 个)

创建者 家彬 朱

Oct 23, 2020

A good course for NLP, but I like the previous courses more. This course does not deliver the teachings as clear as the previous courses. And I can feel that we've skipped a lot of things in this course.

创建者 Damon W

Nov 20, 2019

These classes are excelling practical examples of how to use tensorflow for various problem types. My only objection is they are slightly light on the actual, behind the scenes, math and intuition.

创建者 Michele M C

Mar 5, 2021

This course represents a step forward to the previous courses on CNN and ANN. Very interesting themse and functionalities learnt in this one. Please fix third homework code because zip file is 404.

创建者 Miguel R

May 3, 2020

The course is great, but the assignments were not designed as well as the ones in the previous courses. I believe that a careful design of the assignments could significant improve the experience.

创建者 Arjun S

Sep 27, 2020

Was really easy as compared to CNNs. I wish this had more notebook evaluations like the course for CNNs since that really made me feel good overcoming all the tasks, especially the last one.

创建者 Dimitry I

Aug 19, 2019

Good course that gives you basic understanding of word embeddings, sequence analysis, and many other things. Thank you for Mr. Moroney and the entire Coursera team for making it available.

创建者 Enyang W

Apr 4, 2020

NLP is a very interesting topic, and this course brings me closer to actually working on a NLP project myself. I don't know why exactly, but I cannot be fully satisfied with this course.

创建者 PRATIK K M

Jun 27, 2021

The Course was really great I enjoyed learning, just a little suggestion Laurence, your voice was too low while going through the code in the collab, but still I enjoyed learning a lot

创建者 Aparna M

Jun 19, 2022

Good course. Especially the sequence models part was covered really well. I enjoyed watching all the videos and the reading materials, notebooks were well explanative. Thank you.

创建者 Dr.G.N.K.Sureshbabu

May 30, 2020

A good course which gave a in depth overview of NLP classes in tensorflow . Need to include more challenging assignments and also should bring in modules on BERT which is SOTA.

创建者 William M

Oct 22, 2020

Excellent course but I would have liked to have exercises that required coding. I learn better by writing code, figuring out the order, etc. Still, a very good course.

创建者 Jifan Z

Aug 20, 2020

Overall the course content is very good, and professors instructed very well. But the assignment is not as good. It would be better to have a submission functionality.

创建者 WALEED E

Jul 14, 2020

The course is great. However, the code needs a revisit as some code chunks became obsolete since TensorFlow 2.2.0 causing error especially model fit for many notebooks

创建者 Li Z

May 16, 2020

i hope in the future this course can provide also the noted programming exercise and let them be more difficult. But overall i like this course and also Tensorflow.

创建者 Jaejun L

Apr 17, 2020

The lecture was good. I hope an autograder implemented on the exercise problem and some assistant could be on the forum to clarify/answer the questions. Thank you.

创建者 Jossent

Feb 12, 2021

It give the idea of how NLP works. It will be better if can explain more detail on the parameter in each tf class as sometime might be unclear for new comer to TF

创建者 Surya K

Apr 5, 2020

I had a great experience with this course, the colab notebooks were especially insightful. I found the Quiz to be sightly lacking, they were a little too easy.

创建者 Parsa A

Aug 19, 2019

It's a useful course to start your way as a NLP developer. It focused on the recent most popular tools and methods, but I think the syllabus could be improved.

创建者 Utkarsh S

May 12, 2020

First 2 courses of this specialization were really good. This course was little less than what I expected. Maybe you can keep graded assignments like before.

创建者 Jui W

Jan 10, 2020

I've learnt a lot of interesting things during this course.

I subtracted 1 star due to the missing links and notebooks. Please find some time to fix them.

创建者 Benjamin D

Aug 12, 2021

Good. Basic concepts reviewed, some easy-to-understand applications. A little too fast on LSTM and RNNs, the architecture would deserve some explanation.

创建者 William G

Aug 16, 2019

An adequate course that helped me understand more about NLP in tensorflow, in addition to the content provided in the deep learning specialization course

创建者 Ivan C

Oct 8, 2020

I'd like a bit more in depth (theoretical) discussion on embeddings, NLP, etc. I'm hoping the next Course (RNNs) gives more detail on the RNN, LSTM etc.

创建者 Noah M

Sep 17, 2020

Explains all I needed to know to start with NLP in tensorflow but stays with basic knowledge. Further information sources are provided during the course

创建者 Ivan J

Apr 25, 2020

First two week was amazing! I did much work in Colab and started to memorize how to build a working model. On the third and fourth weeks, it was hard.