A Biologist's Guide to Artificial Intelligence: Building the Foundations of Artificial Intelligence and Machine Learning for Achieving Advancements in

Hamadani, Ambreen, Ganai, Nazir A., Henna, Hamadani

商品描述

A Biologist's Guide to Artificial Intelligence: Building the Foundations of Artificial Intelligence and Machine Learning for Achieving Advancements in Life Sciences provides an overview of the basics of Artificial Intelligence for life science biologists. In 14 chapters/sections, readers will find an introduction to Artificial Intelligence from a biologist's perspective, including coverage of AI in precision medicine, disease detection, and drug development. The book also gives insights into the AI techniques used in biology and the applications of AI in food, and in environmental, evolutionary, agricultural, and bioinformatic sciences. Final chapters cover ethical issues surrounding AI and the impact of AI on the future. This book covers an interdisciplinary area and is therefore is an important subject matter resource and reference for researchers in biology and students pursuing their degrees in all areas of Life Sciences. It is also a useful title for the industry sector and computer scientists who would gain a better understanding of the needs and requirements of biological sciences and thus better tune the algorithms.

商品描述(中文翻譯)

《生物學家的人工智慧指南:建立生命科學領域人工智慧和機器學習的基礎,實現進步》提供了生命科學生物學家對人工智慧基礎知識的概述。在14個章節中,讀者將從生物學家的角度介紹人工智慧,包括精準醫學、疾病檢測和藥物開發中的人工智慧應用。本書還深入探討了生物學中使用的人工智慧技術以及在食品、環境、進化、農業和生物信息學科學中的應用。最後幾章討論了人工智慧所涉及的倫理問題以及對未來的影響。本書涵蓋了一個跨學科領域,因此對於生物學研究人員和在生命科學各個領域攻讀學位的學生來說,是一個重要的主題資源和參考書。對於工業界和計算機科學家來說,本書也是一本有用的書籍,可以更好地了解生物科學的需求和要求,從而更好地調整算法。