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This monograph uses the Julia language to guide the reader through an exploration of the fundamental concepts of probability and statistics, all with a view of mastering machine learning, data science, and artificial intelligence.
This book brings together the best contributions of the Applied Statistics and Policy Analysis Conference 2019. This book explores the theme of effective policy methods through the use of big data, accurate estimates and modern computing tools and statistical modelling.
This is the first numerical analysis text to use Sage for the implementation of algorithms and can be used in a one-semester course for undergraduates in mathematics, math education, computer science/information technology, engineering, and physical sciences.
This book offers a theoretical and computational presentation of a variety of linear programming algorithms and methods with an emphasis on the revised simplex method and its components.
SPSS Basics, 7th edition, is the ideal introduction to the SPSS software for students undertaking their first statistics or quantitative research project. Each chapter presents a different analyses and/or graph techniques step by step with figures to correspond to the steps.
SPSS Basics, 7th edition, is the ideal introduction to the SPSS software for students undertaking their first statistics or quantitative research project. Each chapter presents a different analyses and/or graph techniques step by step with figures to correspond to the steps.
High-dimensional data visualisation is valuable for understanding dimension reduction methods, unsupervised and supervised classification.... Læs mere
Fresh, practical and classroom tested this is a clear introduction to the basics of statistical analysis that uses humour and honesty to grab students’ attention.
Fresh, practical and classroom tested this is a clear introduction to the basics of statistical analysis that uses humour and honesty to grab students’ attention.
This book offers an introduction to applied statistics through data analysis, integrating statistical computing methods.
Develop a practical understanding of data science with this hands-on textbook for introductory courses. This new edition is fully revised and updated,... Læs mere