Statistical Analysis with Python For Dummies

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Squeeze meaning out of numbers with Python When analysts need to dig into data and come out with fresh findings, they choose the Python programming language. With Statistical Analysis with Python® For Dummies, you can join their ranks. Learn the libraries, functions, and other secrets that help mine data—even if you’re brand new to coding. You’ll follow clear instructions to review data, test hypotheses, and explain your results. You can even download the code examples featured in the book to help you get started. Part statistics class, part coding guide, this book is ideal for those tasked with squeezing insight from data. Inside… Demystify statistical concepts Summarize a data set Create useful visualizations Explore data trends Compare population groups Understand probability Adopt modeling best practices Wrangle stats as you learn how to graph, analyze, and interpret data with Python Statistical Analysis with Python For Dummies introduces you to the tool of choice for digging deep into data to inform business decisions. Even if you're new to coding, this book unlocks the magic of Python and shows you how to apply it to statistical analysis tasks. You'll learn to set up a coding environment and use Python's libraries and functions to mine data for correlations and test hypotheses. You'll also get a crash course in the concepts of probability, including graphing and explaining your results. Part coding book, part stats class, part business analyst guide, this book is ideal for anyone tasked with squeezing insight from data. Get clear explanations of the basics of statistics and data analysis Learn how to summarize and analyze data with Python, step by step Improve business decisions with objective evidence and analysis Explore hypothesis testing, regression analysis, and prediction techniques This is the perfect introduction to Python for students, professionals, and the stat-curious.

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Pagina's: 416, Editie: Eerste editie, Paperback, For Dummies