Fundamentals of Java Programming for Text Mining and NLP
What you'll learn
- Developed your own Text Analytics and Text Mining Software using Stanford NLP.
Course content
- Preview18:21
- 05:24Getting Started
- 31:45Language Essentials I
- 11:26Language Essentials I Part 2
- 24:05Language Essentials II
- 13:51Language Essentials II: Loops
- 12:01Language Essentials II: Methods
- 29:59Object Essentials
- 01:35Text Mining
- 23:35Text Mining: Text Data Import
- 07:25Text Mining: Text Transformation
- 22:38Text Mining: Text Exploration
- 17:12Text Mining: Text Classification
- 01:27Conclusion
Requirements
- Computer Knowledge
Description
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.
Contents
1. Introduction
2. Getting Started (Installing IDE, ...)
3. Language Essentials I (variables, data types, ...)
4. Language Essentials II (loops, if... else..., methods)
5. Object Essentials (classes, inheritance, polymorphism, encapsulation, ...)
6. Text Mining Essentials (Import Text Files, Text Transformation (lowercase, stopwords), Text Understanding (Stanford NLP), Text Classification (Stanford Classifier) )
7. Conclusion
Who this course is for:
- Beginner Data Analyst or Data Scientist interested in Data Science, Text Mining, Natural Language Processing, and Stanford NLP
Instructor
![SVBook Pte. Ltd.](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 3.0 Instructor Rating
- 218 Reviews
- 13,094 Students
- 28 Courses
SVBook Pte. Ltd. started in April 2016. SVBook Pte. Ltd. offers affordable, easy to read Data Mining, Text Mining, Data Analytics, Programming books for professional and lifelong learning. SVBook Pte. Ltd. offers courses at EMHAcademy. SVBook Pte. Ltd. developed softwares over the time, and uploaded them at DSTK.Tech. SVBook Pte. Ltd. courses, books and softwares assists people to step into new fields of Data Science, Internet of Things, Smart Cities and etc. before going into more advanced courses at Coursera and EdX, which are at University Level.