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Titlebook: Adaptive Machine Learning Algorithms with Python; Solve Data Analytics Chanchal Chatterjee Book 2022 Chanchal Chatterjee 2022 Machine learn

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發(fā)表于 2025-3-21 16:15:48 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Adaptive Machine Learning Algorithms with Python
期刊簡稱Solve Data Analytics
影響因子2023Chanchal Chatterjee
視頻videohttp://file.papertrans.cn/145/144686/144686.mp4
發(fā)行地址Learn to use algorithms to solve machine learning and data analytics problems with low power and memory usage.Create new algorithms for real-time machine learning use cases.Implement code with adaptiv
圖書封面Titlebook: Adaptive Machine Learning Algorithms with Python; Solve Data Analytics Chanchal Chatterjee Book 2022 Chanchal Chatterjee 2022 Machine learn
影響因子.Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a multitude of data processing challenges, ranging from the simple to the complex. At each step, you will gain insight into real-world use cases, find solutions, explore code used to solve these problems, and create new algorithms for your own use...Authors Chanchal Chatterjee and Vwani P. Roychowdhury begin by introducing a common framework for creating adaptive algorithms, and demonstrating how to use it to address various streaming data issues. Examples range from using matrix functions to solve machine learning and data analysis problems to more critical edge computation problems. They handle time-varying, non-stationary data with minimal compute, memory, latency, and bandwidth.?..Upon finishing this book, you will have a solid understanding of how to solve adaptive machine learning and data analytics problems and be able to derive new algorithms for your own use cases. You will also come away with solutions to high volume time-varying data with high dimensionality in a low compute, low latency environment...What You Will Learn..Apply adaptive algorithms to practical applications and
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General Theories and Notations,optical properties of QDs and their benefits for energy transfer, by illustrating the utility of QDs and energy transfer for optical sensing and bioanalysis. Representative examples of different in vitro assays and cellular probes from the literature are described. Energy transfer mechanisms includi
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First Principal Eigenvector,to help mitigate the environmental sector‘s challenges.Entai.This book entails detailed information on the utilization of nanobiosensor as an effective technology for the effective detection, monitoring, and management of environmental contaminations to ensure its sustainability and humanity‘s well-
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Principal and Minor Eigenvectors,et of the disease, their levels are often too low at the initial stages of disease progression. Nanotechnology has emerged as a potential field of research in the development of several novel biosensors to detect accurately very low levels of such biomarkers. Several types of nanomaterials, based on
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Generalized Eigenvectors,hnology and nanotechnology. Biotechnology and nanotechnology are two of the twenty-first century’s most promising technologies. Nanotechnology is established on the design, development and application of materials and devices possessing at least one dimension sized in a nanometer scale (Assa et al.
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Back Mattersolvents, generation of hazardous by-products, and high energy consumption. Therefore, in recent years, researchers are more focused towards the development of efficient methods of green synthesis. Production of well-characterized nanoparticles by using various plants extract is more sustainable, ec
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