Book

Java Data Analysis

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the aim of discovering useful information. Java is one of the most popular languages to perform your data analysis tasks. This book will show you the fundamentals of data analysis tasks using Java - ranging from data retrieval to complex analysis. You will learn the statistical data analysis techniques and implement them using the popular Java APIs and libraries. You’ll analyze different kinds of data including numerical data, text and multimedia, and use the power of the Java-based libraries to create insightful and easy-to-understand plots and graphs.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
13h44m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 13h44m total length

1. Introduction to Data Analysis
2. Data Preprocessing
3. Data Visualization
4. Statistics: Elementary statistical methods and their implementation in Java
5. Relational Database Access
6. Regression Analysis
7. Classification Analysis
8. Cluster Analysis
9. Recommender Systems
10. Working with NoSQL Databases
11. Big Data Analysis with Java
12. Appendix A

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