Text Classification with Elasticsearch

Text Classification with Elasticsearch

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The eLearning is priced at $ 200.00 USD per participant


Summary

Text analysis, tokenization, and stop word removal is as much a function of search as it is of classification, making Elasticsearch the perfect tool for text classification. This course will teach you how to build a classification system using the same features that make Elasticsearch so powerful for search.
Note: This course is a module of the Data Science specialization.

Description

After exploring precision, recall, F1 scoring, fallback mechanisms and more, you will learn how to use tools like percolation and significant terms aggregation to build better text classification systems in your own use case.

Topics Covered

  • Designing Classification Systems with the Elastic Stack
  • Query Optimization with Significant Terms Aggregations
  • Using Percolators for Classification
  • Fallback Planning
Download Course Outline

Length

2-3 hours

Audience

Data Scientists, Data Architects, Data Engineers, Software Developers

Language

English

Prerequisites

Requirements

  • Stable internet connection
  • Mac, Linux, or Windows
  • Latest version of Chrome or Firefox (other browsers not supported)
  • Disable any ad blockers and restart your browser before class

Additional Information

Training Specializations

This course is a module of the Data Science specialization. Find out how our focused Training Specializations can help you with your use case.

General Training Information

All training materials are provided via the Elastic training portal. Have training questions? Review our FAQ or email us.