Learn By Examples - A Quick Guide to Java Programming for Text Mining and NLP

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SVBook, Jun 15, 2018 - 119 pages
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 This book aim to equip the reader with Java Programming, Text Mining and Natural Language Processing basics. There will be many examples and explanations that are lucid and straight to the point. You will be walked through various projects and develop your own text mining application. This book will show you how to use Stanford NLP libraries also. Asides, we have also uploaded some of our own softwares at: http://DSTK.Tech

Content Covered:

IntroductionGetting 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) )ISBN: 978-1-63535-546-8
 

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Contents

Getting Started
Language Essentials I
Object Essentials
Text Mining Essentials
Conclusion

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Common terms and phrases

Analysis and Text args Basics but Essentials break BufferedReader Conditional Statements Console Program Data Mining process Data Science Data Types Conversion data.length data[i dblNum2 Developing Text Analysis double dblNum1 Double final2 double results double secondNum Double.parseDouble(num2 Ending Note final1.toString Hadoop import java.util.Scanner input second number Integrated Development Environment isExit Java Code Java Platform Java programming language Language Essentials Loops machine learning Method Overloading Mining App Step Mining App Understanding MyMath Class MyMath mth Natural Language Processing Note of Chapter Object Oriented Programming Objects in Codes package helloworldconsole Program and Observe public class HelloWorldConsole public static void RapidMiner Real World Objects Represent Real World return firstNum return this.firstNum Run the Program sc.next Scanner sc Scanner(System.in Source Code Editor static void main(String String userAns switch(userOpt syntax System.out.println("Do you want System.out.println("Enter System.out.println("Error System.out.println("Results nearest integer System.out.println(data[i text files Text Mining App this.secondNum Types Conversion Understanding the Codes user input userAns3 variable

About the author (2018)

 Eric Goh is a data scientist, software engineer, adjunct faculty and entrepreneur with years of experiences in multiple industries. His varied career includes data science, data and text mining, natural language processing, machine learning, intelligent system development, and engineering product design. He founded SVBook and extended it with DSTK.Tech (http://dstk.tech) and EMHAcademy.com. DSTK.Tech is where Eric develops his own DSTK data science softwares. Eric also publishes 5 books at LeanPub and SVBook, and teaches the content at Udemy and EMHAcademy.com. During his free time, Eric is also an adjunct faculty at University of the People.

Eric Goh has been leading his teams for various industrial projects, including the advanced product code classification system project which automates Singapore Custom’s trade facilitation process, and Nanyang Technological University's data science projects where he develop his own DSTK data science software. He has years of experience in C#, Java, C/C++, SPSS Statistics and Modeller, SAS Enterprise Miner, R, Python, Excel, Excel VBA and etc. He won Tan Kah Kee Young Inventors' Merit Award and Shortlisted Entry for TelR Data Mining Challenge.

He holds a Masters of Technology degree from the National University of Singapore, an Executive MBA degree from U21Global (currently GlobalNxt) and IGNOU, a Graduate Diploma in Mechatronics from A*STAR SIMTech (a national research institute located in Nanyang Technological University), and Coursera Specialization Certificate in Business Statistics and Analysis from Rice University. He possessed a Bachelor of Science degree in Computing from the University of Portsmouth after National Service. He is also a AIIM Certified Business Process Management Master (BPMM), GSTF certified Big Data Science Analyst (CBDSA), and IES Certified Lecturer.

Specialties: Data Science, Text Mining, Social Network Analysis, Natural Language Processing, Machine Learning, Software Engineering, Mechatronics, Business. 

Bibliographic information

QR code for Learn By Examples - A Quick Guide to Java Programming for Text Mining and NLP
TitleLearn By Examples - A Quick Guide to Java Programming for Text Mining and NLP
AuthorEric M. H. Goh
PublisherSVBook, 2018
ISBN163535546X, 9781635355468
Length119 pages
  
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