Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Unveiling AI's Potential Through Tools, Techniques, and Applications
<|reference_start|>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 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.<|reference_end|>
@article{feng2024deep,
    title={Deep Learning and Machine Learning, Advancing Big Data Analytics and
  Management: Unveiling AI's Potential Through Tools, Techniques, and
  Applications},
    author={Pohsun Feng, Ziqian Bi, Yizhu Wen, Xuanhe Pan, Benji Peng, Ming Liu,
  Jiawei Xu, Keyu Chen, Junyu Liu, Caitlyn Heqi Yin, Sen Zhang, Jinlang Wang,
  Qian Niu, Ming Li, Tianyang Wang},
    journal={arXiv preprint arXiv:2410.01268},
    year={2024},
    archivePrefix={arXiv},
    eprint={2410.01268},
    primaryClass={cs.CL cs.LG}
}