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 by
Difficulty Level
Intermediate
Completion Time
13h44m
Language
English
About Book
Who Is This Book For?
If you are a student or Java developer or a budding data scientist who wishes to learn the fundamentals of data analysis and learn to perform data analysis with Java, this book is for you. Some familiarity with elementary statistics and relational databases will be helpful but is not mandatory, to get the most out of this book. A firm understanding of Java is required.
Java Data Analysis
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 13h44m total length
Introduction to Data Analysis
Data Preprocessing
Data Visualization
Statistics: Elementary statistical methods and their implementation in Java
Relational Database Access
Regression Analysis
Classification Analysis
Cluster Analysis
Recommender Systems
Working with NoSQL Databases
Big Data Analysis with Java
Appendix A
Related Resources
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