科技决策

Sourav Mukherjee
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引用次数: 4

摘要

在任何组织中,决策都是管理过程的一个组成部分。技术正在蓬勃发展,在决策方面,它承担着关键的责任。每个公司每天都要处理来自各种来源的大量数据,与几十年前的组织相比,处理大量数据绝对是令人震惊的。在当今世界,商业智能工具是任何成功商业战略的重要组成部分。这些工具使用户能够现代化搜索、组合和查询数据所需的工作,从而获得良好决策所需的信息。在本文中,我们将讨论决策中的技术趋势,技术在管理决策中的能力和决策的认知能力。我们还将讨论机器学习技术的监督学习和无监督学习,人工神经网络(ann)如何使用监督学习来预测现实世界示例的决策结果。
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Decision-Making with Technology
In every organization decision-making is an integral part of the management process. Technology is booming and in decision-making, it is taking key responsibilities. Every company deals with a huge amount of data from various sources daily and operating with the volume of data is absolutely astounding compared to what the organizations used to do decades ago. In today’s world, business intelligence tools are very important components of any successful business strategy. These tools allow users to modernize the effort needed to search for, combine and query data to obtain the information required for good decisions. In this article, we will discuss the technology trends in decision-making, the capabilities of technology in managerial decision-making and the cognitive ability of decision-making. We will also discuss supervised and unsupervised learning of machine learning techniques, how artificial neural nets (ANNs) use supervised learning to predict outcomes in decision-making with real-world examples.
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