Synthesizing Credit Card Transactions

Understand

Two elements have been essential to AI's recent boom: (1) deep neural nets and the theory and practice behind them; and (2) cloud computing with its abundant labeled data and large computing resources.

• Abundant labeled data is available for key domains such as images, speech, natural language processing, and recommendation engines.
• However, there are many other domains where such data is not available, or access to it is highly restricted for privacy reasons, as with health and financial data.
• Even when abundant data is available, it is often not labeled.