TY - BOOK AU - Rogel-Salazar, Jesus TI - Statistics and data visualisation with python SN - 9780367744519 U1 - 519.5 PY - 2023/// CY - Oxon PB - CRC Press KW - Mathematical statistics - Data processing KW - Python KW - Information visualization N1 - 1. Data, Stats and Stories - An Introduction 2. Python Programming Primer 3. Snakes, Bears & Other Numerical Beasts: NumPy, SciPy & Pandas 4. The Measure of All Things - Statistics 5. Definitely Maybe: Probability and Distributions 6. Alluring Arguments and Ugly Facts - Statistical Modelling and Hypothesis Testing 7. Delightful Details - Data Visualisation 8. Dazzling Data Designs - Creating Charts N2 - This book aims to bridge the gap between statistics for graduates and business practitioners, providing a refresher for those who have taken statistics courses but haven't used them in their daily work. It also caters to those new to Python statistical work. Statistics and Data Visualisation with Python aims to build statistical knowledge by understanding inferential statistics and formulating hypotheses for applications in statistical analysis, business analytics, machine learning, and applied machine learning. It starts with Python programming and data analysis basics to provide a solid foundation in statistical methods and hypothesis testing ER -