eBook - ePub

Numerical Methods Using Kotlin

Name: Numerical Methods Using Kotlin
Author: Haksun Li, PhD,Haksun Li PhD

For Data Science, Analysis, and Engineering

Haksun Li,

PhD,

Haksun Li PhD,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Numerical Methods Using Kotlin

For Data Science, Analysis, and Engineering

Haksun Li,

PhD,

Haksun Li PhD,

About this book

This in-depth guide 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.

In this book, you'll implement numerical algorithms in Kotlin using NM Dev, an object-oriented and high-performance programming library for applied and industrial mathematics. Discover how Kotlin has many advantages over Java in its speed, and in some cases, ease of use. In this book, you'll see how it can help you easily create solutions for your complex engineering and data science problems.

After reading this book, you'll come away with the knowledge to create your own numerical models and algorithms using the Kotlin programming language.

What You Will Learn

Program in Kotlin using a high-performance numerical library
Learn the mathematics necessary for a wide range of numerical computing algorithms
Convert ideas and equations into code
Put together algorithms and classes to build your own engineering solutions
Build solvers for industrial optimization problems
Perform data analysis using basic and advanced statistics

Who This Book Is For

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

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Yes, you can access Numerical Methods Using Kotlin by Haksun Li, PhD,Haksun Li PhD in PDF and/or ePUB format, as well as other popular books in Computer Science & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.