Tokenizing, Sentence Analysis, Part of Speech (POS), Lemmatization, Named Entity Recognizer (NER), Sentiment Analysis
Created by : Dinesh Krishnan Last updated : 12/2018 Language : English Caption (CC) : Included Torrent Contains : 32 Files, 4 Folders Course Source : https://www.udemy.com/learn-natural-language-processing-with-corenlp-in-java/
What you'll learn
• What is the Natural Language Processing (NLP)? • How to work with "Stanford CoreNLP" library in Java • Core Concept of Natural Language Processing (NLP) • How to integrate CoreNLP with Spring Boot (Real-Time Example) • Many more!!!
Requirements
• Java Programming Language • JDK 1.8 or Above • Strong Knowledge of Natural Language Processing • Basic Knowledge of Web Service • Basic Spring Boot Knowledge • Basic Knowledge of HTML + Bootstrap + Javascript • IntelliJ IDE Community / Ultimate • Web Application and Server
Description
Hello everyone!, In this course, you will learn how to design and develop real-time Natural Language Processing (NLP) solutions from the scratch using Spring Boot framework (latest distribution). Also, you will learn how to use core concepts of NLP such as:
• Tokenizing • Sentence Analysis • Part of Speech (POS) • Lemmatization • Named Entity Recognizer (NER) • Sentiment Analysis
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FILE LIST
Filename
Size
1. Introduction/1. Course Introduction.mp4
5.5 MB
1. Introduction/1. Course Introduction.vtt
1.4 KB
1. Introduction/2. Instructor Introduction.mp4
1.6 MB
1. Introduction/2. Instructor Introduction.vtt
511 B
2. Environment & Setting up Project/1. Setting up the Project.mp4
29 MB
2. Environment & Setting up Project/1. Setting up the Project.vtt
3.3 KB
2. Environment & Setting up Project/2. Creating a Pipeline (Stanford CoreNLP).mp4
49.5 MB
2. Environment & Setting up Project/2. Creating a Pipeline (Stanford CoreNLP).vtt
5.1 KB
3. Core Concepts of Natural Language Processing (NLP)/1. Tokenizing.mp4
52.3 MB
3. Core Concepts of Natural Language Processing (NLP)/1. Tokenizing.vtt
5.8 KB
3. Core Concepts of Natural Language Processing (NLP)/2. Sentence Analysis.mp4
44.7 MB
3. Core Concepts of Natural Language Processing (NLP)/2. Sentence Analysis.vtt
4.5 KB
3. Core Concepts of Natural Language Processing (NLP)/3. Part of Speech (POS).mp4
57.3 MB
3. Core Concepts of Natural Language Processing (NLP)/3. Part of Speech (POS).vtt
5.7 KB
3. Core Concepts of Natural Language Processing (NLP)/4. Lemmatization.mp4
47.8 MB
3. Core Concepts of Natural Language Processing (NLP)/4. Lemmatization.vtt
4.7 KB
3. Core Concepts of Natural Language Processing (NLP)/5. Named Entity Recognizer (NER).mp4
65.5 MB
3. Core Concepts of Natural Language Processing (NLP)/5. Named Entity Recognizer (NER).vtt
6.4 KB
3. Core Concepts of Natural Language Processing (NLP)/6. Sentiment Analysis.mp4
71.5 MB
3. Core Concepts of Natural Language Processing (NLP)/6. Sentiment Analysis.vtt
7.5 KB
4. Spring Boot + CoreNLP Integration/1. Application Overview.mp4
8.5 MB
4. Spring Boot + CoreNLP Integration/1. Application Overview.vtt
1 KB
4. Spring Boot + CoreNLP Integration/2. Spring Boot + CoreNLP Integration - Part 1.mp4
221.1 MB
4. Spring Boot + CoreNLP Integration/2. Spring Boot + CoreNLP Integration - Part 1.vtt
24.2 KB
4. Spring Boot + CoreNLP Integration/3. Spring Boot + CoreNLP Integration - Part 2.mp4
193.1 MB
4. Spring Boot + CoreNLP Integration/3. Spring Boot + CoreNLP Integration - Part 2.vtt