Numerical Methods Using Kotlin: For Data Science, Analysis, and Engineering 1st Edition

Numerical Methods Using Kotlin: For Data Science, Analysis, and Engineering 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9781484288252,1484288254,9781484288269, 1484288262

Product details:

• ISBN-10: 1484288262
• ISBN-13: 9781484288269
• Author: Haksun Li

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.

Table contents:

1. Introduction to Numerical Methods in Kotlin/S2
2. Linear Algebra
3. Finding Roots of Equations
4. Finding Roots of System of Equations
5. Curve Fitting and Interpolation
6. Numerical Differentiation and Integration
7. Ordinary Differential Equations
8. Partial Differential Equations
9. Unconstrained Optimization
10. Constrained Optimization
11. Heuristics
12. Basic Statistics
13. Random Numbers and Simulation
14. Linear Regression
15. Time-Series Analysis

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