دانلود کتاب Computationally Intensive Statistics for Intelligent IoT (Studies in Autonomic, Data-driven and Industrial Computing)

Name: Computationally Intensive Statistics for Intelligent IoT (Studies in Autonomic, Data-driven and Industrial Computing)
Availability: InStock
Author: Debabrata Samanta
ISBN: 9811659354,9789811659355

by Debabrata Samanta, Amit Banerjee

عنوان فارسی: آمار محاسباتی فشرده برای IoT هوشمند (مطالعات در محاسبات خودکار، داده محور و صنعتی)
ناشر: Springer
سال: 2021
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 238-233
شابک: 9811659354,9789811659355
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 4.89 مگابایت

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جزییات کتاب

The book covers computational statistics, its methodologies and applications for IoT device. It includes the details in the areas of computational arithmetic and its influence on computational statistics, numerical algorithms in statistical application software, basics of computer systems, statistical techniques, linear algebra and its role in optimization techniques, evolution of optimization techniques, optimal utilization of computer resources, and statistical graphics role in data analysis. It also explores computational inferencing and computer model's role in design of experiments, Bayesian analysis, survival analysis and data mining in computational statistics.