数据科学在市场营销当中的应用, 如何利用数据科学优化网络营销的资金分配

The video title: "The Application of Data Science in Marketing, How to Use Data Science to Optimize Fund Allocation for Online Marketing" explores the intersection of data science and marketing, especially how to use data science to optimize fund allocation in online marketing. The video is hosted by Jack and Leo, instructors from the Artisan Academy, who discuss the application of data science in marketing and how to optimize fund allocation for online marketing through data science strategies. The video content is designed to help viewers understand how to use data science to improve the efficiency and effectiveness of marketing. As part of the "IT Masters Series - Data Science and Data Analysis Open Course", this video provides specific applications of data science in actual marketing scenarios, including how to improve budget efficiency through data analysis, thereby increasing return on investment. Through this video, the Artisan Academy shows the audience their expertise in data science and IT training. 视频标题：“数据科学在市场营销当中的应用, 如何利用数据科学优化网络营销的资金分配”探讨了数据科学与市场营销的交集，特别是如何运用数据科学优化在线营销中的资金分配。视频由匠人学院的讲师Jack和Leo主持，分别讨论了数据科学在营销中的应用和如何通过数据科学策略优化在线营销的资金分配。视频内容旨在帮助观众了解如何利用数据科学提升营销的效率和效果。作为“IT Masters系列——数据科学与数据分析公开课程”的一部分，这段视频提供了关于数据科学在实际营销场景中的具体应用，包括如何通过数据分析来提高预算使用效率，进而提升投资回报率。匠人学院通过这个视频向观众展示了他们在数据科学和IT培训方面的专业知识。