Statistical Analysis with Swift

Data Sets, Statistical Models, and Predictions on Apple Platforms

Häftad, Engelska, 2021

551 kr

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Beskrivning

Work with large data sets, create statistical models, and make predictions with statistical methods using the Swift programming language.

Produktinformation

Utgivningsdatum:2021-10-31
Mått:155 x 235 x 16 mm
Vikt:370 g
Format:Häftad
Språk:Engelska
Antal sidor:214
Förlag:APress
ISBN:9781484277645

Utforska kategorier

Operativsystem inom Data och IT
Programmeringsböcker inom Data och IT

Mer om författaren

Jimmy M Andersson is a software engineer in the automotive industry, specializing in acquiring and visualizing real-time data collected from cars. He is also a graduate student at Chalmers University of Technology, currently working towards a master's degree in data science and artificial intelligence. Outside of work and studies, Jimmy writes software development articles focusing on the Swift programming language. He also develops the StatKit library - a collection of statistical analysis tools for Swift developers. StatKit is open-source and available for anyone who wants to incorporate statistical methods into their programs.

Innehållsförteckning

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