O’Reilly：2020年如何利用合成数据推进人工智能和机器学习报告（英文版）

Interest in synthetic data has been growing quite rapidly over thelast few years. This has been driven by two simultaneous trends. Thefirst is the demand for large amounts of data to train and build arti.ficial intelligence and machine learning (AIML) models. The secondis recent work that has demonstrated effective methods to generatehigh-quality synthetic data. Both have resulted in the recognitionthat synthetic data can solve some difficult problems quite effectively, especially within the