Toward Artificial General Intelligence: Deep Learning, Neural Networks, Generative AI

Artificial Intelligence (AI) is a rapidly evolving field with significant investments from technology giants and IT organizations. This book covers the latest trends and transitions in the futuristic AI domain, focusing on machine and deep learning algorithms, computer vision, natural language processing, AI model engineering methods, evaluation, optimization, deployment, and observability. It also deals with generative AI, cloud environments, and Generative Artificial Intelligence (Generative AI), Artificial General Intelligence (AGI), Natural Language Processing, Neuromorphic Systems, and Biometrics.

Format: Hardback
Length: 423 pages
Publication date: 20 November 2023
Publisher: De Gruyter

Artificial Intelligence (AI) has been a captivating field of study and research in educational institutions and research labs worldwide. Technology giants and IT organizations have invested heavily in AI technologies and tools to automate various business operations across industry verticals. This book covers the latest trends and transitions happening in the futuristic AI domain. The book focuses on machine and deep learning (ML/DL) algorithms, which are the mainstream implementation technologies of state-of-the-art AI systems and services. Additionally, there are chapters on computer vision (CV) and natural language processing (NLP), which are the primary use cases and applications of AI. The book provides well-written chapters for demystifying AI model engineering methods. Furthermore, our esteemed readers can find details on AI model evaluation, optimization, deployment, and observability. Finally, the book deals with and describes generative AI, the latest buzzword in the IT industry. The book presents the recent ground-breaking changes taking place in the aspects of AI model building, hosting, running, and maintaining in cloud environments. It articulates and accentuates the most recent developments taking place in the domain of Artificial Intelligence. It covers the noteworthy innovations and disruptions towards Generative Artificial Intelligence (Generative AI). It explains the breakthrough innovations and disruptions towards Artificial General Intelligence (AGI) and delineates an engaging discussion of Natural Language Processing, Neuromorphic Systems, and Biometrics.

Weight: 824g
Dimension: 240 x 170 (mm)
ISBN-13: 9783111323565