Skip to main content
Have a personal or library account? Click to login
Mathematica Data Analysis Cover

Mathematica Data Analysis

Learn and explore the fundamentals of data analysis with power of Mathematica

Publisher:Packt Publishing Limited
By:   
Paid access
|Jan 2025
Product purchase options
Description

Learn and explore the fundamentals of data analysis with power of Mathematica

Key Features

  • Use the power of Mathematica to analyze data in your applications
  • Discover the capabilities of data classification and pattern recognition offered by Mathematica
  • Use hundreds of algorithms for time series analysis to predict the future

Book Description

There are many algorithms for data analysis and it’s not always possible to quickly choose the best one for each case. Implementation of the algorithms takes a lot of time. With the help of Mathematica, you can quickly get a result from the use of a particular method, because this system contains almost all the known algorithms for data analysis.
If you are not a programmer but you need to analyze data, this book will show you the capabilities of Mathematica when just few strings of intelligible code help to solve huge tasks from statistical issues to pattern recognition. If you're a programmer, with the help of this book, you will learn how to use the library of algorithms implemented in Mathematica in your programs, as well as how to write algorithm testing procedure.
With each chapter, you'll be more immersed in the special world of Mathematica. Along with intuitive queries for data processing, we will highlight the nuances and features of this system, allowing you to build effective analysis systems.
With the help of this book, you will learn how to optimize the computations by combining your libraries with the Mathematica kernel.

What you will learn

  • Import data from different sources to Mathematica
  • Link external libraries with programs written in Mathematica
  • Classify data and partition them into clusters
  • Recognize faces, objects, text, and barcodes
  • Use Mathematica functions for time series analysis
  • Use algorithms for statistical data processing
  • Predict the result based on the observations

Who this book is for

The book is for those who want to learn to use the power of Mathematica to analyze and process data. Perhaps you are already familiar with data analysis but have never used Mathematica, or you know Mathematica but you are new to data analysis. With the help of this book, you will be able to quickly catch up on the key points for a successful start.

Table of Contents

  1. First Steps in Data Analysis
  2. Broad Capabilities for Data Import
  3. Create an Interface for an External Program
  4. Analyzing Data with the Help of Mathematica
  5. Discovering the Advanced Capabilities of the Time Series
  6. Statistical Hypothesis Testing in Two Clicks
  7. Predicting the Dataset Behavior
  8. Rock-Paper-Scissors: Intelligent Processing of the Datasets
PDF ISBN: 978-1-78588-445-0
Publisher: Packt Publishing Limited
Copyright owner: © 2015 Packt Publishing Limited
Publication date: 2025
Language: English
Pages: 164
Related subjects:
Computer sciences,
Programming and languages

People also read

Book

Data Analysis with R

Tony Fischetti
Book

Mathematica data visualization

Nazmus Saquib
Book

Mastering Data analysis with R

Gergely Daróczi
Book

Haskell Data Analysis cookbook

Nishant Shukla
Book

Getting Started with Haskell Data Analysis

James Church
Book

Practical Data Analysis Cookbook

Tomasz Drabas
Book

Data Science Tools

Christopher Greco
Book

Practical Data Analysis

Hector Cuesta
Book

R Data Analysis Cookbook, Second Edition

Book
Coming soon

The Data Analysis Workshop

Gururajan Govindan Govindan, Shubhangi Hora Hora, Konstantin Palagachev Palagachev