The ChessAIThon project (2025-1-ES01-KA220-VET-000354329) is co-funded by the European Union. The views and opinions expressed in this publication are those of the author(s) only and do not necessarily reflect those of the European Union or the Spanish Service for the Internationalisation of Education (SEPIE). Neither the European Union nor the National Agency SEPIE can be held responsible for them.
Table of Contents
The AI training process demands rigorous data management and correct metric interpretation. The students' objective will be to iterate and optimize the performance of their model.
Big Data Management: Teachers must emphasize the importance of data efficiency. Massive game datasets (obtained from Kaggle or Lichess) are stored in the Parquet format, which is superior to simpler formats like CSV or JSON due to its compression and optimization for columnar reading, necessary for intensive Deep Learning model training.