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Numerical Methods Using Java: For Data Science, Analysis, and Engineering

Posted By: lucky_aut
Numerical Methods Using Java: For Data Science, Analysis, and Engineering

Numerical Methods Using Java: For Data Science, Analysis, and Engineering by Haksun Li PhD
English | January 30, 2022 | ISBN : 1484267966 | 1200 pages | True PDF/True EPUB | 89.9 MB

Implement numerical algorithms in Java using NM Dev, an object-oriented and high-performance programming library for mathematics.You’ll see how it can help you easily create a solution for your complex engineering problem by quickly putting together classes.
Numerical Methods Using Java covers a wide range of topics, including chapters on linear algebra, root finding, curve fitting, differentiation and integration, solving differential equations, random numbers and simulation, a whole suite of unconstrained and constrained optimization algorithms, statistics, regression and time series analysis. The mathematical concepts behind the algorithms are clearly explained, with plenty of code examples and illustrations to help even beginners get started. 
What You Will Learn

Program in Java using a high-performance numerical library
Learn the mathematics for a wide range of numerical computing algorithms
Convert ideas and equations into code
Put together algorithms and classes to build your own engineering solution
Build solvers for industrial optimization problems
Do data analysis using basic and advanced statisticsWho This Book Is For 

Programmers, data scientists, and analysts with prior experience with programming in any language, especially Java.