商业分析的艺术和科学:从数据到行动的旅程

Madjid Tavana , Prof. Dr.
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引用次数: 0

摘要

商业分析是艺术和科学的平衡组合,其中方法形成结构,可视化为其注入意义和创造力。成功解决问题的关键在于提出正确问题的艺术。成功的解决问题需要好奇心和挑战假设的勇气,超越表象,发现隐藏的洞见。在解决问题的过程中,从调查到创造的转变遵循了科学探究的道路,在科学探究中,每一步都有一个明确的目标指导。模型就像地图;如果没有明确的目的地,即使是最详细、最完整的地图也毫无意义。就像艺术家需要合适的画笔才能将他们的想法付诸实践一样,模型需要高质量的数据来揭示变革性的见解。建立模型是一门精确和谦逊的艺术,知道边界会激发创新,失败会成为我们最有影响力的老师。这是一个动态的实验过程,其中每次重复都会改进我们的方法,并且持续的迭代会使我们获得更广泛的视角和更深入的理解。商业分析是想象力和严谨性的强大结合,其中创造力和精确性共同推动变革。模型不仅仅是方程和算法;它们是现实世界复杂性的动态和不断变化的反映。当解决问题的艺术和科学成功融合时,它们照亮了从数据到有洞察力的行动的旅程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The art and science of business analytics: A journey from data to action
Business analytics is a balanced mix of art and science, where methods form the structure, and visualization breathes meaning and creativity into it. The key to success in problem-solving lies in the art of asking the right questions. Successful problem-solving combines curiosity and courage to challenge assumptions, pushing beyond the obvious to uncover hidden insights. The transition from investigation to creation in problem-solving follows the path of scientific inquiry, where a clear purpose guides every step. Models are like maps; even the most detailed and complete maps are pointless without a clear destination. Just as an artist requires the right brush to bring their ideas to life, a model requires quality data to uncover transformative insights. Model-building is an art of precision and humility, where knowing the boundaries sparks innovation, and failure becomes our most influential teacher. It is a dynamic process of experimentation, where each repetition refines our approach, and continuous iteration leads us to a broader perspective and deeper understanding. Business analytics is a powerful blend of imagination and rigor, where creativity and precision join to drive change. Models are more than equations and algorithms; they are dynamic and evolving reflections of real-world complexities. When the art and science of problem-solving successfully converge, they illuminate the journey from data to insightful actions.
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CiteScore
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