• Online, Self-Paced
Course Description

Game studios that are building and operating multiple games tend to redo much of the server-side validation of transactional data received from game clients. This course covers the use of a central model (or multiple models per game) for offloading server processing and improving server response time. The course reviews the different anomalies associated with game transaction data and how machine learning (ML) can help perform validations.Course objectives This course is designed to teach you how to: Understand game transactions and associated data Recognize anomalies in game transactions Review example game report data Understand machine learning architecture for performing validations Intended audience This course is intended for: Game developers Data analysts who work with game transactions. Prerequisites: We recommend that attendees of this course have: Understanding of basic gaming concepts Basic understanding of machine learning, Course outline: Game transactions Anomalies Game report data How can ML help Demo

Learning Objectives

Game studios that are building and operating multiple games tend to redo much of the server-side validation of transactional data received from game clients. This course covers the use of a central model (or multiple models per game) for offloading server processing and improving server response time. The course reviews the different anomalies associated with game transaction data and how machine learning (ML) can help perform validations.Course objectives This course is designed to teach you how to: Understand game transactions and associated data Recognize anomalies in game transactions Review example game report data Understand machine learning architecture for performing validations Intended audience This course is intended for: Game developers Data analysts who work with game transactions. Prerequisites: We recommend that attendees of this course have: Understanding of basic gaming concepts Basic understanding of machine learning. Course outline: Game transactions Anomalies Game report data How can ML help Demo

Framework Connections

The materials within this course focus on the Knowledge Skills and Abilities (KSAs) identified within the Specialty Areas listed below. Click to view Specialty Area details within the interactive National Cybersecurity Workforce Framework.