| 期刊全称 | Applying Data Science | | 期刊简称 | How to Create Value | | 影响因子2023 | Arthur K. Kordon | | 视频video | | | 发行地址 | Growing discipline of data science is creating enormous business opportunities for converting data into value.Book is ideal for data scientists, managers, and entrepreneurs who will implement the prop | | 图书封面 |  | | 影响因子 | .This book offers practical guidelines on creating value from the application of data science based on selected artificial intelligence methods. .In Part I, the author introduces a problem-driven approach to implementing AI-based data science and offers practical explanations of key technologies: machine learning, deep learning, decision trees and random forests, evolutionary computation, swarm intelligence, and intelligent agents. In Part II, he describes the main steps in creating AI-based data science solutions for business problems, including problem knowledge acquisition, data preparation, data analysis, model development, and model deployment lifecycle. Finally, in Part III the author illustrates the power of AI-based data science with successful applications in manufacturing and business. He also shows how to introduce this technology in a business setting and guides the reader on how to build the appropriate infrastructure and develop the required skillsets. .The book is ideal for data scientists who will implement the proposed methodology and techniques in their projects. It is also intended to help business leaders and entrepreneurs who want to create competitive advantag | | Pindex | Book 2020 |
The information of publication is updating
|
|
发表于 2025-3-21 16:26:15
