Statistical Analysis with Swift: Data Sets, Statistical Models, and Predictions on Apple Platforms by Andersson 9781484277652 1484277651

Statistical Analysis with Swift: Data Sets, Statistical Models, and Predictions on Apple Platforms Andersson – Ebook Instant Download/Delivery ISBN(s): 9781484277645, 1484277643, 9781484277652, 1484277651

Product details:

• ISBN 10: 1484277651
• ISBN 13: 9781484277652
• Author: Jimmy Andersson

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.

Table contents:

1. Swift Primer
2. Introduction to Probability and Random Variables
3. Distributions
4. Predicting House Sale Prices with Linear Regression
5. Hypothesis Testing
6. Statistical Methods for Data Compression
7. Statistical Methods in Recommender Systems
8. Reflections

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