对机器学习和数据分析的保守调查

O. Omotosho
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摘要

计算能力呈指数级增长,这意味着可以利用处理能力来解决更复杂的任务。伴随着这种快速增长而出现的两个领域是数据分析和机器学习。在大数据和统计分析领域,数据分析和机器学习算法是可以互换使用的两个术语,分隔这两个相关术语的界限是如此之小,以至于大多数数据分析师都忘记了这种界限的存在,并模糊了数据分析和机器学习算法之间的差异。本文以简明的方式研究了这两个相关术语之间的潜在差异及其常见和不同的应用。它们对企业、组织和合作机构决策的影响,它们解决问题的方法,以及它们的局限性。
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CONSERVATIVE SURVEY OF MACHINE LEARNING AND DATA ANALYTICS
Computing power has been increasing exponentially, meaning that processing power can be harnessed to solve more complex tasks. Two fields that have emerged alongside this rapid growth are data analytics, machine learning. Data analytic and Machine learning algorithms are two terms used interchangeably in the world of big data and statistical analysis, the line that divide these two related terms is so tiny that most data analyst forget about the existence of such line dividing and providing blur differences between data analytic and machine learning algorithms. In this study, the underlying the difference between these two related terms and their common and different applications is studied in a concise manner. Their impact in decision making for firms, organizations and cooperate bodies, their approaches to problem solutions, as well as their limitations.
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