Statistics Using Python - Softcover

Campesato, Oswald

Softcover

ISBN 10: 1683928806 ISBN 13: 9781683928805

Verlag: Mercury Learning and Information, 2023

Inhaltsangabe

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

Über diesen Titel

Über die Autorin bzw. den Autor

Oswald Campesato specializes in Deep Learning, Python, Data Science, and generative AI. He is the author/co-author of over forty books including Google Gemini for Python, Data Cleaning, and GPT-4 for Developers (all Mercury Learning).

Details zur Ausgabe

• Verlag: Mercury Learning and Information
• Erscheinungsdatum: 2023
• Sprache: Englisch
• ISBN 10: 1683928806
• ISBN 13: 9781683928805
• Einband: Tapa blanda
• Auflage: 1
• Anzahl der Seiten: 276
• Kontakt zum Hersteller: productsafety@degruyterbrill.com; productsafety@degruyterbrill.com; ; Theaterstraße 13; Göttingen; 37073; Deutschland