Library

Course: Fundamentals of Java Programming for Text Mining and NLP

Fundamentals of Java Programming for Text Mining and NLP

  • Life Time Access
  • Certificate on Completion
  • Access on Android and iOS App
  • Self-Paced
About this Course

This course aim to equip the reader with Java programming, Text Mining, and Natural Language Processing fundamentals in a fast and practical way.

There will be many examples and explanations that are straight to the point. You will develop your own Text Mining Application at the end course.

Basic knowledge
  • Computer Knowledge
  • Basic coding knowledge
What you will learn

Contents 

  • Introduction 
  • Getting Started (Installing IDE, ...) 
  • Language Essentials I (variables, data types, ...) 
  • Language Essentials II (loops, if... else..., methods) 
  • Object Essentials (classes, inheritance, polymorphism, encapsulation, ...) 
  • Text Mining Essentials (Import Text Files, Text Transformation (lowercase, stopwords), Text Understanding (Stanford NLP), Text Classification (Stanford Classifier) ) 
  • Conclusion
Curriculum
Number of Lectures: 13
Total Duration: 03:35:23
Content
  • Introduction  
  • Language Essentials I  
  • Language Essentials 1 Part 2  
  • Language Essentials II  
  • Language Essentials II: Loop  
  • Language Essentials II: Methods  
  • Object Essentials  
  • Text Mining  
  • Text Mining: Text Import  
  • Text Mining: Text Transformation  
  • Text Mining: Text Exploration  
  • Text Mining: Text Classification  
  • Conclusion  
Reviews (0)