Statistical Analysis with Swift : Data Sets, Statistical Models, and Predictions on Apple Platforms
1st ed.
Book Details
Format
Paperback / Softback
ISBN-10
1484277643
ISBN-13
9781484277645
Edition
1st ed.
Publisher
APress
Imprint
APress
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Oct 31st, 2021
Print length
214 Pages
Weight
370 grams
Dimensions
54.30 x 16.80 x 1.60 cms
Product Classification:
Macintosh OS Macintosh programming
Ksh 9,000.00
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Work with large data sets, create statistical models, and make predictions with statistical methods using the Swift programming language.
Work with large data sets, create statistical models, and make predictions with statistical methods using the Swift programming language. The variety of problems that can be solved using statistical methods range in fields from financial management to machine learning to quality control and much more. Those who possess knowledge of statistical analysis become highly sought after candidates for companies worldwide.
Starting with an introduction to statistics and probability theory, you will learn core concepts to analyze your data''s distribution. You''ll get an introduction to random variables, how to work with them, and how to leverage their properties in computations. On top of the mathematics, you''ll learn several essential features of the Swift language that significantly reduce friction when working with large data sets. These functionalities will prove especially useful when working with multivariate data, which applies to most information in today''s complex world.
Once you know how to describe a data set, you will learn how to create models to make predictions about future events. All provided data is generated from real-world contexts so that you can develop an intuition for how to apply statistical methods with Swift to projects you''re working on now.
You will:
•Work with real-world data using the Swift programming language
•Compute essential properties of data distributions to understand your customers, products, and processes
•Make predictions about future events and compute how robust those predictions are
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