This is our first module of six for the Foundations of Data Science unit. In this module we look at data science from a top level perspective:

• what is Data Science
• what does a data scientist do (roughly)
• how is it presented to the business world and the public
• what impact is it having.

Aims of this module

• Evaluate different definitions of data science.

  评估数据科学的不同定义。

• Discuss and place in context the emergence of data science and its relationship to other fields.

  讨论并阐述数据科学的出现及其与其他领域的关系。

• Interpret the lifecycle of a data science project.

  解释数据科学项目的生命周期。

• Classify participants in a data science project.

  对数据科学项目的参与者进行分类。

• Self-reflect on own capabilities and goals as a data scientist.

  自我反思自己作为数据科学家的能力和目标。

• Identify the major impacts of data science on society.

  确定数据科学对社会的主要影响。

How to study for this module

Data Science is a new field so it is hard to find critical analysis, or top down pedagogical presentation of the material. Therefore, we ask that you review the material with a critical eye, and we will use the class discussion forums to air our views about these aspects of the field.

数据科学是一个新兴领域，很难找到批判性分析或自上而下的教学法来呈现其内容。因此，我们要求您以批判的眼光审视这些内容，并且我们将利用课堂讨论区来表达我们对该领域这些方面的看法。

⚠️ Please note

• Reference items marked with a single "johny look it up" icon, should be viewed as suggested reading, not essential nor important for assessment.

  

• Reference items marked with a two "johny look it up" icons, should be viewed as important reading, considered important for assessment.