Can data analytics be automated?
是否可以自动化数据分析？
Yes, data analysts can automate and optimize processes. Automated data analytics is the practice of using computer systems to perform analytical tasks with little or no human intervention. These mechanisms vary in complexity; they range from simple scripts or lines of code to data analytics tools that perform data modeling, feature discovery, and statistical analysis.
For example, a cybersecurity firm might use automation to gather data from large swathes of web activity, conduct further analysis, and then use data visualization to showcase results and support business decisions.
可以，数据分析师可以自动化和优化流程。自动化数据分析是使用计算机系统执行分析任务的实践，几乎不需要或无需任何人工干预。这些机制的复杂性各不相同，范围涉及从简单的脚本或代码行到执行数据建模、功能发现和统计分析的数据分析工具。
例如，网络安全公司可能会使用自动化从大量网络活动中收集数据，进行进一步分析，然后使用数据可视化来展示结果和支持业务决策。