{"product_id":"mastering-applied-statistics-in-data-science-core-concepts-of-statistics-9798321993316","title":"Mastering Applied Statistics in Data Science: Core Concepts of Statistics","description":"\u003cp\u003e • Author(s): Husn Ara\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Statistics\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\"Mastering Applied Statistics in Data Science\" offers a comprehensive guide to understanding and applying statistical methods in the field of data science. This book covers essential statistical concepts, techniques, and tools, providing readers with the knowledge and skills needed to analyze data effectively, make informed decisions, and derive actionable insights.\u003c\/p\u003e\u003cp\u003eStarting with foundational concepts such as descriptive statistics, probability theory, and inferential statistics, this book gradually progresses to more advanced topics such as regression analysis, hypothesis testing, and multivariate analysis. Each concept is explained in a clear and concise manner, with real-world examples and practical applications to illustrate its relevance in data science.\u003c\/p\u003e\u003cp\u003eReaders will learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eExplore and visualize data using descriptive statistics, histograms, and boxplots.\u003c\/li\u003e\n\u003cli\u003eUnderstand probability distributions and their role in statistical modeling.\u003c\/li\u003e\n\u003cli\u003eConduct hypothesis tests to make inferences about population parameters.\u003c\/li\u003e\n\u003cli\u003eBuild predictive models using regression analysis and machine learning algorithms.\u003c\/li\u003e\n\u003cli\u003eAnalyze relationships between multiple variables using correlation and regression techniques.\u003c\/li\u003e\n\u003cli\u003eApply advanced statistical methods such as time series analysis, factor analysis, and cluster analysis.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eThroughout the book, emphasis is placed on hands-on learning, with practical exercises and examples provided to reinforce key concepts. Whether you are a beginner looking to build a solid foundation in applied statistics or an experienced data scientist seeking to deepen your understanding of statistical methods, \"Mastering Applied Statistics in Data Science\" is an indispensable resource for mastering statistical analysis in the context of data science.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":45556074152087,"sku":"9798321993316","price":1619.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798321993316.webp?v=1768590779","url":"https:\/\/atlanticbooks.com\/products\/mastering-applied-statistics-in-data-science-core-concepts-of-statistics-9798321993316","provider":"Atlantic Books","version":"1.0","type":"link"}