Cyber risk quantification is being widely adopted in the security industry for how to communicate risks in business terms. This talk will discuss techniques for risk analysis, and how to use GCP to address computational demands. Discussion includes Monte Carlo, Metalog Distributions, OPEN FAIR analysis, and causal models, using tools like BigQuery, Dataproc with Apache Spark, and Tensorflow Probability.