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Hands On Start to Wolfram Mathematica And Programming with the Wolfram Language 2nd Edition by Cliff Hastings, Kelvin Mischo, Michael Morrison ISBN 1579550126 9781579550127

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Hands On Start to Wolfram Mathematica And Programming with the Wolfram Language 2nd Edition Cliff Hastings Digital Instant Download

Author(s): Cliff Hastings, Kelvin Mischo, Michael Morrison
ISBN(s): 9781579550127, 1579550126
Edition: 2nd
File Details: PDF, 19.24 MB
Year: 2016
Language: english
SKU: EB-10475852 Category: Tags: , ,

Hands On Start to Wolfram Mathematica And Programming with the Wolfram Language 2nd Edition by Cliff Hastings, Kelvin Mischo, Michael Morrison – Ebook PDF Instant Download/Delivery: 1579550126, 9781579550127
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Product details:

ISBN 10: 1579550126
ISBN 13: 9781579550127
Author: Cliff Hastings, Kelvin Mischo, Michael Morrison

For more than 25 years, Mathematica has been the principal computation environment for millions of innovators, educators, students, and others around the world. This book is an introduction to Mathematica. The goal is to provide a hands-on experience introducing the breadth of Mathematica with a focus on ease of use. Readers get detailed instruction with examples for interactive learning and end-of-chapter exercises. Each chapter also contains authors’ tips from their combined 50+ years of Mathematica use.

Hands On Start to Wolfram Mathematica And Programming with the Wolfram Language 2nd Table of contents:

1. Introduction to the Wolfram Language

  • 1.1 What is the Wolfram Language?

  • 1.2 Key Features and Advantages

  • 1.3 Starting Mathematica

  • 1.4 Basic Syntax and Expressions

  • 1.5 Working with the Notebook Interface

2. Getting Started with Mathematica

  • 2.1 The Mathematica Interface

  • 2.2 Using the Palette for Common Tasks

  • 2.3 Input and Output Basics

  • 2.4 Basic Arithmetic and Functions

  • 2.5 Variables and Assignment

  • 2.6 Introduction to Functions and Procedures

3. Working with Data and Lists

  • 3.1 Creating and Manipulating Lists

  • 3.2 Operations on Lists and Sequences

  • 3.3 Working with Datasets

  • 3.4 Data Visualization Basics

  • 3.5 Importing and Exporting Data

4. Control Structures

  • 4.1 Conditional Statements: If, Switch, and Which

  • 4.2 Loops: Do, For, and While

  • 4.3 Defining Custom Functions

  • 4.4 Functional Programming in Mathematica

  • 4.5 Using Map, Apply, and Other Higher-Order Functions

5. Symbolic Computation and Algebra

  • 5.1 Understanding Symbolic Variables

  • 5.2 Basic Algebraic Manipulations

  • 5.3 Solving Equations Symbolically

  • 5.4 Simplifying Expressions

  • 5.5 Working with Polynomials and Factoring

6. Graphics and Visualization

  • 6.1 Basic Plotting with Plot and ListPlot

  • 6.2 Customizing Graphs and Charts

  • 6.3 3D Graphics and Plotting

  • 6.4 Data Visualization Techniques

  • 6.5 Interactive Graphics with Manipulate

7. Working with Matrices and Linear Algebra

  • 7.1 Introduction to Matrices and Vectors

  • 7.2 Matrix Operations

  • 7.3 Solving Linear Systems

  • 7.4 Eigenvalues and Eigenvectors

  • 7.5 Matrix Decompositions

8. Programming Techniques

  • 8.1 Structuring Code in Mathematica

  • 8.2 Error Handling and Debugging

  • 8.3 Code Optimization

  • 8.4 Defining and Using Modules

  • 8.5 Using Packages and External Libraries

9. Advanced Topics in the Wolfram Language

  • 9.1 Working with Patterns and Rules

  • 9.2 Recursion and Recursive Functions

  • 9.3 Parallel Programming

  • 9.4 Writing and Using Wolfram Language APIs

  • 9.5 Integrating with External Systems

10. Practical Applications

  • 10.1 Solving Mathematical Problems

  • 10.2 Data Science and Analysis with Mathematica

  • 10.3 Image Processing and Computer Vision

  • 10.4 Symbolic and Numeric Optimization

  • 10.5 Creating Reports and Interactive Applications

11. Conclusion and Next Steps

  • 11.1 Advanced Resources and Further Learning

  • 11.2 Building Your Own Wolfram Language Projects

  • 11.3 Staying Up-to-Date with Mathematica

  • 11.4 The Wolfram Language Ecosystem

  • 11.5 Community Resources and Forums

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Tags: Cliff Hastings, Kelvin Mischo, Michael Morrison, Wolfram Mathematica