相關主題
商品描述
This textbook presents basic knowledge and essential toolsets needed for people who want to step into artificial intelligence (AI). The book is especially suitable for those college students, graduate students, instructors, and IT hobbyists who have an engineering mindset. That is, it serves the idea of getting the job done quickly and neatly with an adequate understanding of why and how. It is designed to allow one to obtain a big picture for both AI and essential AI topics within the shortest amount of time.
- Designed for a typical undergraduate, graduate, or dual-listed course with a semester-based calendar;
- Puts theory in context, so readers gain knowledge about the most essential concepts and algorithms;
- Covers essential terms, algorithms, and useful tools for learning and performing contemporary AI.
Extra information is available at AI-engineer.org
商品描述(中文翻譯)
這本教科書介紹了進入人工智慧（AI）所需的基本知識和必要工具集。這本書特別適合那些具有工程思維的本科生、研究生、講師和IT愛好者。也就是說，它旨在快速且整潔地完成任務，同時充分理解為什麼和如何去做。它的設計使讀者能在最短的時間內獲得對AI及其基本主題的全貌。
- 設計適合典型的本科生、研究生或雙學位課程，並以學期為基礎的日曆安排；
- 將理論置於上下文中，使讀者獲得有關最基本概念和算法的知識；
- 涵蓋學習和執行當代AI所需的基本術語、算法和有用工具。
額外資訊可在 AI-engineer.org 獲得。
作者簡介
Leo Liu's research interests include poromechanics, multiphysics, Artificial Intelligence (AI), and cyber-physical systems. The scope covers both traditional civil engineering applications, such as unsaturated soil mechanics, geohazards, energy geotechnics, and more interdisciplinary innovations, such as intelligent geosystems (for smart cities), system resilience against disaster and weather, and "big data" solutions for intelligent geosystems and transportation systems. His research has many direct applications in infrastructure safety, energy resources, environment protection, and advanced materials.
作者簡介(中文翻譯)
Leo Liu的研究興趣包括孔隙力學、複合物理、人工智慧（AI）和網路物理系統。研究範圍涵蓋傳統土木工程應用，如不飽和土力學、地質災害、能源土力學，以及更多跨學科的創新，如智慧地球系統（用於智慧城市）、系統對災害和氣候的韌性，以及針對智慧地球系統和交通系統的「大數據」解決方案。他的研究在基礎設施安全、能源資源、環境保護和先進材料等方面有許多直接應用。
