Context: Players interact with games like Minecraft not only through play but through expanding their experience via fresh content offered in in-game marketplaces. Understanding the Marketplace platform, the different categories of content, genre, and product type, can help Minecraft continue to delight players for years to come. Project Description: This year’s project will be focused on:
- Create tools to ingest data and assets from Minecraft Marketplace
- Explore and understand the data, while developing advanced models to classify content, evaluating performance, and providing improved ways to oversee and identify trends
- Build a business understanding of the broader ecosystem and competitive landscape, offering insights and recommendations Project Goal: I would like the students to develop an end-to-end data science skillset, building up their business understanding, while also offering the experience of exploring AI systems and creating new tools and methodologies to solve complex, real-world, problems.
- Topics: ai
- Requirements: Open to all students