1. Contents of the tool

This educational tool presents a web-based knowledge graph to help users understand conceptual relationships and follow recommended learning paths for self-paced study. It offers four core functions—knowledge visualization, conceptual quizzes, programming guidance, and path recommendation—enabling efficient mastery of programming skills. With lightweight models and cloud-based deployment, it provides a cost-effective reskilling solution for researchers and engineers in industrial fields.

2. Target Audience

The target audience of this tool is researchers and engineering professionals in industrial sectors, particularly those seeking to upskill or retrain in programming.

3. What you can learn

The development of this educational tool will enable mastery of key NLP techniques such as knowledge graph construction, named entity recognition (NER), and relation extraction. It will also enhance system architecture and content design capabilities, while deepening the understanding of AI applications in programming education.

4. Features & Advantages

This platform is specifically designed for programming education, with content sourced from structured textbooks to ensure clarity and reliability. Compared to large language models, it offers controllable learning paths, avoiding fragmented information and supporting systematic learning. The platform focuses on practical skill development through quizzes and problem-based guidance, enhancing the transition from theory to application. Its lightweight and modular deployment also enables quick adoption in industrial environments.