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Applied Machine Learning and Deep Learning: Architectures and Techniques
This book provides an extensive overview of recent advances in machine learning (ML) and deep learning (DL). It starts with a comprehensive introduction to the latest architectural and design practices, with an overview of basic techniques and optimization algorithms and methodologies that are fundamental to modern ML/DL development followed by the tools and frameworks that are driving innovation in ML/DL. The presentation then points to the central position of ML and DL in developing generative AI like ChatGPT. Then look at different industrial applications such as explaining the real-world impacts of each. This includes challenges around corroborate artificial Intelligence (AI), and trustworthy AI, and so on. Finally, the book presents a futuristic vision on the potentials and implications of future ML and DL architectures, making it an ideal guide for researchers, practitioners and industry professionals. This book will be a significant resource for comprehending present advancements, addressing encounter challenges, and traversing the ML and DL landscape in future, making it an indispensable reference for anyone interested in applying these technologies across sectors.
Artificial Intelligence, Machine Learning, and Deep Learning for Sustainable Industry 5.0
This book offers an insight into the applications of Artificial Intelligence (AI)- Machine Learning Algorithms and Deep Learning (DL) in Bigdata Analytics to Industry 4.0/5.0 and Society 5.0 with transformative power responsibly. It has delved into how these technologies are disrupting industries, fostering innovation, and solving age-old social problems-so that readers have an understanding of where the digital world is headed. These chapters cover the big picture subjects of using AI with Big data analytics aimed mostly at increasing industrial efficiency, healthcare optimization, retail transformation, construction industry transformation, autonomous vehicles development and environmental...
Generative Artificial Intelligence in Agriculture, Education, and Business
The rapid digital development of the recent era has revolutionized the overall network of business and management as well as other sectors. The book discusses how emerging technologies, artificial intelligence (AI), blockchain, big data analytics, cloud computing and the Internet of Things (IoT), have a high level of impact on different industries. With more and more businesses turning towards these techs, it is extremely important to really understanding their relation and use in order to remain at the cutting edge of technology while emerging as an innovator. Chapter 1 is a detailed introduction to the digital transformation, driven by AI, blockchain, IoT and other technologies are changin...
Future Research Opportunities for Artificial Intelligence in Industry 4.0 and 5.0
Artificial intelligence (AI), machine learning (ML) and other emerging technologies such as cloud, edge and quantum computing are converging to rewrite the landscape of modern industries and society as a whole. Comprehensive in scope, the book offers a detailed account of these inter-related domains current trends and future possibilities. Chapter 1: We begin by setting the stage with an overview on various trends, problems proposed to solve and road ahead provided by AI, Machine Learning and Deep learning from cloud, edge and quantum computing perspectives. The same is a comprehensive summary to provide perspective on the implications as one continuous stream of technology. It then discusse...
How to Publish Academic Books: A Guide to Publishing Monographs, Edited Volumes, Textbooks, and Theses
The academic book publishing sector has a key function when it comes to knowledge production and dissemination across various disciplines. For researchers, scholars, and educators, the process of moving from concept to publication is rarely a trivial task, and often involves the use of imagination, perseverance, and teamwork. Publishing a monograph, an edited volume or a textbook, or turning your thesis into a book can be painful. This book will help you demystify the world of academic book publishing, offering authors a guide to navigating the complicated process with success. This guide aims to provide authors with the knowledge of tools and resources needed to publish a book that reflects...
Son Ayakta Kim Geldi?
“Kum pist, tribün, yedekte dolaştırılan atlar, ekserisi aşina olduğum simalar, piste çıkan atlar, ata binmek için çalışan jokeyler, işini bitirmiş çayını içen seyisler, simitçiler, tribünde kronometre tutanlar, ahırlar, içeride bir sürü otomobil. Bir yaz sabahı Veliefendi, bir ilkbahar sabahı Kızılçullu ve bir sonbahar sabahı Ankara Hipodromunda da aynı manzara görünür. (...) Civar, hep atçıların toplandıkları kahvelerle dolu. At sahibinden seyisine, meraklısından müşterek bahisçisine kadar bu kahvelerde hepsine rastlamak kabil. Yattığınız otelde, akşam yemek yediğiniz lokantada hep attan ve yarıştan bahsediliyor.” Osmanlı’nın son d...
Artificial Intelligence and Industry in Society 5.0
The past few years have seen artificial intelligence (AI) acting as a force that has been changing industries, societies and also the educational landscape. The objective of this book is to present a holistic view of the different sectors being affected by AI and to list some of the challenges or opportunities that have arisen as part of this fast-moving area. The opening chapter is on the ethically fraught domain of AI technologies such as ChatGPT in educational contexts, noting new frontiers for cheating and suggesting ways that its integrity can be protected during this next industrial push of technological change. Even as AI tools grow in common use, educational institutions must grapple...
Present at the Transition
This primary source account of post-communist regions examines how history, leadership, and foreign influence affected the process of economic transitions.
Photogrammetric Image Analysis
This book constitutes the refereed proceedings of the ISPRS Conference on Photogrammetric Image Analysis, held in Munich, Germany, in October 2011. The 25 revised full papers presented were carefully reviewed and selected from 54 submissions. The papers are organized in topical sections on orientation, matching, object detection, 3D reconstruction and DEM, classification, people and tracking, as well as image processing.
