Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications

Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications

This book serves as an introduction to deep learning and machine learning, focusing on their applications in big data analytics. It covers essential concepts, tools like ChatGPT and Claude, hardware recommendations, and practical guidance on setting up development environments using libraries like P...

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Bibliographische Detailangaben
Hauptverfasser: Feng, Pohsun, Bi, Ziqian, Wen, Yizhu, Pan, Xuanhe, Peng, Benji, Liu, Ming, Xu, Jiawei, Chen, Keyu, Liu, Junyu, Yin, Caitlyn Heqi, Zhang, Sen, Wang, Jinlang, Niu, Qian, Li, Ming, Wang, Tianyang
Format: Artikel
Sprache:eng
Schlagworte:
Computer Science - Computation and Language
Computer Science - Learning
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Beschreibung
Zusammenfassung:This book serves as an introduction to deep learning and machine learning, focusing on their applications in big data analytics. It covers essential concepts, tools like ChatGPT and Claude, hardware recommendations, and practical guidance on setting up development environments using libraries like PyTorch and TensorFlow. Designed for beginners and advanced users alike, it provides step-by-step instructions, hands-on projects, and insights into AI's future, including AutoML and edge computing.
DOI:10.48550/arxiv.2410.01268