Module 03 · Applications and Careers in Data Science
Summary: Careers and Recruiting in Data Science总结:数据科学中的职业与招聘
Congratulations! You have completed this module. At this point, you know that:
恭喜!您已完成本模块。此时,您知道:
- Data Science helps physicians provide the best treatment for their patients , helps meteorologists predict the extent of local weather events, and can even help predict natural disasters like earthquakes and tornadoes.
数据科学帮助医生为患者提供最佳治疗,帮助气象学家预测地方天气事件的规模,甚至可以帮助预测地震和龙卷风等自然灾害。 - Companies can start on their data science journey by capturing data. Once they have data, they can begin analyzing it.
公司可以通过收集数据开始他们的数据科学之旅。一旦他们拥有数据,就可以开始分析它。 - Everyone who uses the Internet generates mass amounts of data daily.
所有使用互联网的人每天都会产生大量数据。 - Amazon and Netflix use recommendation engines, and UPS uses data from customers, drivers, and vehicles to use the drivers’ time and fuel efficiently.
亚马逊和 Netflix 使用推荐引擎,UPS 使用来自客户、司机和车辆的数据,以高效利用司机的时间和燃料。 - The purpose of the final deliverable of a Data Science project is to communicate new information and insights from the data analysis to key decision-makers.
数据科学项目的最终交付成果的目的是将数据分析中获得的新信息和洞察传达给关键决策者。 - The report should present a thorough analysis of the data and communicate the project findings.
报告应全面分析数据,并传达项目研究成果。 - Companies should look for someone excited about working with the data in their particular industry. They should seek out someone curious who can ask interesting, meaningful questions about the types of data they intend to collect. They should hire people who love working with data, are fluent in statistics, and are competent in applying machine learning algorithms.
公司应寻找对在其特定行业与数据工作充满热情的人。他们应寻找好奇心强的人,能够就他们打算收集的数据类型提出有趣、有意义的问题。他们应雇佣热爱与数据工作、精通统计学、并擅长应用机器学习算法的人。 - A clearly organized and logical report should communicate the following to the reader:
一份条理清晰、逻辑严谨的报告应向读者传达以下内容:- What they gain by reading the report
阅读报告所获得的收益 - Clearly defined goals 明确的目标
- The significance of your contribution
您贡献的重要性 - Appropriate context by giving sufficient background
通过提供充足的背景信息来给出适当的语境 - Why this work is practical and useful
为什么这项工作实用且有价值 - Conjecture plausible future developments that might result from your work
推测你的工作可能导致的合理未来发展趋势
- What they gain by reading the report