EncartaLabs

Apache OpenNLP

( Duration: 4 Days )

The Apache OpenNLP library is a machine learning based toolkit for processing natural language text. It supports the most common NLP tasks, such as language detection, tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing and coreference resolution.

In Apache OpenNLP training course, attendees will learn to create models for processing text based data using OpenNLP. Sample training data as well customized data sets will be used as the basis for the lab exercises.

By attending Apache OpenNLP workshop, attendees will learn to:

  • Install and configure OpenNLP
  • Download existing models as well as create their own
  • Train the models on various sets of sample data
  • Integrate OpenNLP with existing Java applications

  • Java programing experience
  • Developers
  • Data scientists

COURSE AGENDA

1

Introduction to Machine Learning and Natural Language Processing

2

Installing and Configuring OpenNLP

3

Overview of OpenNLP's Library Structure

4

Downloading Existing Models

5

Calling the OpenNLP's APIs

6

Sentence Detection and Tokenization

7

Part-of-Speach (POS) Tagging

8

Phrase Chunking

9

Parsing

10

Name Finding

11

English Coreference

12

Training the Tools

13

Creating a Model from Scratch

14

Extending OpenNLP

15

Closing remarks

Encarta Labs Advantage

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View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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