Introduction to Data Science

ISBN-13: 9798823313391 / Angielski / Miękka / 2025 / 472 str.

Chung-Ching Wang;Jay-Yun Wang;Jianbin Zhu

Opis

This textbook provides students with a greater understanding of how to extract insights and knowledge from large volumes of data, be it structured or unstructured, and to utilize this data in predictive analytics and decision-making processes. It covers foundational components of data science, including data collection, cleaning, exploratory analysis, modeling, and interpretation with an emphasis on communication of conclusions to stakeholders.