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Python数据科学:技术详解与商业实践
常国珍
,
赵仁乾
,
张秋剑
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Kindle $8.00
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本书是一本集数据分析、数据挖掘、机器学习为一体,面向商业实战的养成式学习手册。为有志从事数据科学工作的读者提供系统化的学习路径,使读者掌握数据科学的理念、思路与分析步骤。本书力图淡化技术,对于方法的介绍也尽量避免涉及过多的数学内容,而且都辅以图形进行形象地展现。本书将不同算法看作功能各异的工具,比如用于煮饭的闷锅、用于炒菜的炒锅,每种工具的操作方式都应该遵循相应的说明书,因此对于每种算法我们强调其假设、适用条件与商业数据分析主题的匹配。我们在实践教学中发现,业务经验丰富和有较好商业模式理解能力的学员,在掌握数据科学的技能方面具有明显的优势。这主要是因为这类学员有较强的思辨能力和分析能力,学习的目的性和质量意识较强,不只是简单地模仿和套用数学公式,所以本书也注重对读者思辩能力和分析能力的培养。
875 pages, Kindle Edition
Published July 1, 2018
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常国珍
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