摘要
阐述计算机教学中的数据收集方法及工具、数据预处理与清洗、数据集成与整合.使用统计学、机器学习、数据挖掘技术、深度学习的方法进行数据分析.探讨个性化学习和实际应用案例.
Abstract
This paper describes data collection methods and tools,data preprocessing and cleaning,data integration and integration in computer teaching.Use statistical,machine learning,data mining techniques,and deep learning methods for data analysis.It explores personalized learning and practical application cases.