Название: Python-Powered Business Analytics: A Complete Guide to Data-Driven Decision Making
Автор: Aarav Joshi
Издательство: 101 Books
Год: 2025
Страниц: 1526
Язык: английский
Формат: epub (true)
Размер: 17.7 MB
Python-Powered Business Analytics: A Complete Guide to Data-Driven Decision Making is a comprehensive textbook designed for business students and professionals seeking to leverage Python programming for data analysis. Published in April 2025, this introductory guide assumes no prior programming experience, making it accessible for business, management, and finance students. The book takes a holistic approach, covering Python fundamentals alongside essential mathematical and statistical concepts, Machine Learning methods, and their practical business applications. The text features a running case study to help readers apply theoretical knowledge to real-world scenarios. It includes practical examples demonstrating business analytics applications such as customer churn prediction, fraud detection, and sales forecasting. The book covers both supervised and unsupervised Machine Learning techniques, data visualization, and data manipulation using key libraries like Pandas, NumPy, and Matplotlib.