Chapter 14: Data Integration and Analytics

In this section

• Combining Data from Disparate Sources for Analysis
  Learn how to effectively unify data from multiple, often inconsistent, sources for streamlined analysis while addressing common pitfalls, data cleansing steps, and best practices.
• Visualization Tools and Reporting Dashboards
  Learn how to harness visualization tools and build effective reporting dashboards in your enterprise, focusing on BI platforms and best practices to convey key insights quickly.
• Predictive Analytics, Machine Learning, and AI Fundamentals
  Learn how CPAs can leverage predictive analytics, machine learning, and AI techniques to enhance decision-making, identify risks, and streamline audits through classification, regression, and ethical data practices.
• Identifying Control Risks in Data Analytics and Continuous Monitoring
  Learn how to uncover hidden vulnerabilities in data analytics processes and leverage continuous monitoring to detect anomalies, ensuring data integrity and accuracy.