NLP: Natural Language Processing with R培训

课程编码

nlpwithr

课程时长

21 小时 通常来说是3天,包括中间休息。

要求

  • Some familiarity with programming.

Audience

  • Linguists and programmers

课程概览

据估计, 非结构化数据占所有数据的 9 0% 以上, 其中大部分是文本形式的。博客帖子、推特、社交媒体和其他数字出版物不断增加了这一不断增长的数据

本讲师指导的现场课程的核心是从这些数据中提取见解和意义。利用 R 语言和自然语言处理 (NLP) 库, 我们将计算机科学、人工智能和计算语言学的概念和技术结合起来, 以算法方式理解文本数据背后的含义。数据样本可根据客户要求提供各种语言版本.

到本培训结束时, 学员将能够准备来自不同来源的数据集 (大小), 然后应用正确的算法分析和报告其意义

课程

格式

  • 部分讲座、部分讨论、繁重的动手实践、偶尔的测试来衡量理解

Machine Translated

课程大纲

Introduction

  • NLP and R vs Python

Installing and Configuring R Studio

Installing R Packages Related to Natural Language Processing (NLP)

An Overview of R's Text Manipulation Capabilities

Getting Started with an NLP Project in R

Reading and Importing Data Files into R

Text Manipulation with R

Document Clustering in R

Parts of Speech Tagging in R

Sentence Parsing in R

Working with Regular Expressions in R

Named-Entity Recognition in R

Topic Modeling in R

Text Classification in R

Working with Very Large Data Sets

Visualizing Your Results

Optimization

Integrating R with Other Languages (Java, Python, etc.)

Summary and Conclusion

客户评论

★★★★★
★★★★★

课程分类

相关课程

促销课程

订阅促销课程

为尊重您的隐私,我公司不会把您的邮箱地址提供给任何人。您可以享有优先权和随时取消订阅的权利。

我们的客户

is growing fast!

We are looking to expand our presence in China!

As a Business Development Manager you will:

  • expand business in China
  • recruit local talent (sales, agents, trainers, consultants)
  • recruit local trainers and consultants

We offer:

  • Artificial Intelligence and Big Data systems to support your local operation
  • high-tech automation
  • continuously upgraded course catalogue and content
  • good fun in international team

If you are interested in running a high-tech, high-quality training and consulting business.

Apply now!

该网站在其他国家/地区