Data Analytics using Python: Principles, Techniques, Tools, and Applications - Softcover

Muddana, A. Lakshmi; Vinayakam, Sandhya; Prasad, N. Siva

Softcover

ISBN 10: 1009712624 ISBN 13: 9781009712620

Publisher: Cambridge University Press, 2026

Synopsis

Data Analytics Using Python offers a clear and practical roadmap for mastering data analytics from the ground up. Designed for students, beginners, and professionals alike, it breaks down core concepts into simple, accessible explanations supported by illustrative examples. Each chapter features hands-on exercises and Python implementations that guide learners through essential techniques, including data preprocessing, visualization, feature engineering, model building, data ethics, and domain-specific applications. Real-world case studies further demonstrate how analytics is applied across sectors, helping readers connect theoretical learning with practical decision-making. The book also introduces key tools from the Python ecosystem, including NumPy, Pandas, Matplotlib, and Scikit-learn, making it a comprehensive and ready-to-use learning resource. With its step-by-step approach, skill-building activities, and application-focused structure, this book equips learners to confidently analyse data and solve real-world problems, making it an ideal choice for both classroom adoption and independent study.

Edition details

• Publisher: Cambridge University Press
• Publication date: 2026
• Language: English
• ISBN 10: 1009712624
• ISBN 13: 9781009712620
• Binding: Paperback
• Number of pages: 550