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  • Data analytics and machine learning = navigating the big data landscape /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Data analytics and machine learning/ edited by Pushpa Singh, Asha Rani Mishra, Payal Garg.
    其他題名: navigating the big data landscape /
    其他作者: Singh, Pushpa.
    出版者: Singapore :Springer Nature Singapore : : 2024.,
    面頁冊數: xiii, 353 p. :ill., digital ;24 cm.
    內容註: Chapter 1. Introduction to Data Analytics, Big Data, and Machine Learning -- Chapter 2. Fundamentals of Data Analytics and Lifecycle -- Chapter 3. Building Predictive Models with Machine Learning -- Chapter 4. Stream data model and architecture -- Chapter 5. Leveraging Big Data for Data Analytics -- Chapter 6. Advanced Techniques in Data Analytics -- Chapter 7. Scalable Machine Learning with Big Data -- Chapter 8. Big Data Analytics Framework using Machine Learning on Massive Datasets -- Chapter 9. Deep-learning Techniques in Big-Data analytics -- Chapter 10. Data Privacy and Ethics in Data Analytics -- Chapter 11. Practical Implementation of Machine Learning Techniques & data analytics using R -- Chapter 12. Real-World Applications of Data Analytics, Big Data, and Machine Learning -- Chapter 13. Implementing Data-Driven Innovation in Organizations -- Chapter 14. Business Transformation using Big Data Analytics and Machine Learning -- Chapter 15. Future Trends and Emerging Opportunities in HealthAnalytics -- Chapter 16. Future Trends in Data Analytics and Machine Learning.
    Contained By: Springer Nature eBook
    標題: Big data. -
    電子資源: https://doi.org/10.1007/978-981-97-0448-4
    ISBN: 9789819704484
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