This course introduces the products and solutions to solve NLP problems on Google Cloud. Additionally, it explores the processes, techniques, and tools to develop an NLP project with neural networks by using Vertex AI and TensorFlow.


Natural Language Processing on Google Cloud
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该课程共有7个模块
This module addresses the reasons to learn NLP from Google and provides an overview of the course structure and goals.
涵盖的内容
2个视频1篇阅读材料
This module introduces the NLP architecture on Google Cloud. It explores the NLP history, the NLP APIs such as the Dialogflow API, and the NLP solutions such as Contact Center AI and Document AI.
涵盖的内容
7个视频1篇阅读材料1个作业
This module explores AutoML and custom training, which are the two options to develop an NLP project with Vertex AI. Additionally, the module introduces an end-to-end NLP workflow and provides a hands-on lab to apply the workflow to solve a task of text classification with AutoML.
涵盖的内容
7个视频1篇阅读材料1个作业
This module describes the process to prepare text data in NLP and introduces the major categories of text representation techniques.
涵盖的内容
9个视频1篇阅读材料1个作业1个应用程序项目
This module describes different NLP models including ANN, DNN, RNN, LSTM, and GRU. It also introduces the benefits and disadvantages of each model.
涵盖的内容
9个视频1篇阅读材料1个作业1个应用程序项目
This module introduces the state-of-the-art technologies and models in NLP: encoder-decoder, attention mechanism, transformers, BERT, and large language models.
涵盖的内容
8个视频1篇阅读材料1个作业1个应用程序项目
This module reviews the topics covered in the course and provides additional resources for further learning.
涵盖的内容
1个视频
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学生评论
536 条评论
- 5 stars
64.36%
- 4 stars
22.20%
- 3 stars
7.46%
- 2 stars
2.61%
- 1 star
3.35%
显示 3/536 个
已于 Feb 28, 2020审阅
I have only one remark, please improve lesson regarding NLP by includin model build etc. Otherwise course is excellent and was helpful for me
已于 Jul 13, 2020审阅
This course is short and sweet, and covers many helpful usecases of GCP tools related to the course topic.
已于 May 31, 2019审阅
Lot's of good information. I cannot wait to start using this knowledge. Thank you!
常见问题
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
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提供助学金,