登入選單
返回Google圖書搜尋
Statistics Using Python
Oswald Campesato
出版Stylus Publishing, LLC, 2023-12-12
主題Computers / Data Science / Data AnalyticsMathematics / Probability & Statistics / GeneralComputers / Business & Productivity Software / Spreadsheets
ISBN16839287849781683928782
URLhttp://books.google.com.hk/books?id=4SrpEAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋This book is designed to offer a fast-paced yet thorough introduction to essential statistical concepts using Python code samples, and aims to assist data scientists in their daily endeavors. The ability to extract meaningful insights from data requires a deep understanding of statistics. The book ensures that each topic is introduced with clarity, followed by executable Python code samples that can be modified and applied according to individual needs. Topics include working with data and exploratory analysis, the basics of probability, descriptive and inferential statistics and their applications, metrics for data analysis, probability distributions, hypothesis testing, and more. Appendices on Python and Pandas have been included. From foundational Python concepts to the intricacies of statistics, this book serves as a comprehensive resource for both beginners and seasoned professionals.

FEATURES
  • Provides Python code samples to ensure readers can immediately apply what they learn
  • Covers everything from basic data handling to advanced statistical concepts
  • Features downloadable companion files with code samples and figures
  • Includes two appendices, An Introduction to Python and an Introduction to Pandas as refresher material