Strata Data & AI Superstream Series: Natural Language Processing

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MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 5 Lessons (4h 10m) | Size: 4.17 GB

Sponsored by Intel

Machines that can converse with humans are no longer science fiction; they’re here, and they’re in production. Get up to speed on what’s possible today—systems that understand human language, answer questions, summarize large bodies of documents, and use that information to solve problems.

What you’ll learn-and how you can apply it

Explore the concept of sociolinguistic variation and see how it affects machine learning models
Discover evaluation techniques for trained models to ensure your system is working for everybody
Learn how to build language-powered apps fast using pretrained open source and cloud natural language models
Understand how to run inference NLP models and applications at scale using the Intel Distribution of OpenVINO toolkit

This Superstream is for you because…

You want to explore the latest in natural language processing (NLP) tools and techniques
You want to learn how to use TensorFlow to build AI applications that can understand and create text
You care about fairness and want to understand what that means for your NLP projects in practical terms
You want to learn how to create language-powered apps without having to build a model from scratch

Prerequisites:

Come with your questions
Have a pen and paper handy to capture notes, insights, and inspiration

Strata Data & AI Superstream Series: Natural Language Processing

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网友最新评论 (1)

  1. 机器能够与人对话已不再是科幻小说,这已经真正地发生了。今天的系统已经能够理解人类语言、回答问题、总结大段文档并使用信息解决问题。通过本教程的学习,你将了解社会语言学变种的概念以及其如何影响机器学习模型;学习训练模型的评估技术从而确保你的系统适用于每个人;学习如何使用预训练开源和云自然语言模型快速地开发语言支持的App;理解如何成规模地使用Intel Distribution of OpenVINO运行推断性NLP模型和应用。 本教程适用于那些希望了解NLP工具和技术最新发展的人;希望学习如何使用能够理解和创建文本的Tensorflow开发AI应用;关注理性并希望理解NLP项目在实际项目中的应用;希望学习如何开发语言支持的app而不必从头开发一个模型。
    wilde(特殊组-翻译)5年前 (2020-11-03)