The CIW Data Analyst Course will teach students how to use data to analyse all aspects of a company's operation and make appropriate business decisions. It covers how to compare and contrast structured and unstructured data and you will teach how to deploy tools for capturing and analysing data, including Hadoop, R Project, and custom database solutions. The course also shows how to understand the information using the data obtained from new and traditional data sources, including Web and social media logs, marketing, sales, technical support, and customer relations and you will also learn how to determine relationships between organisational efforts and business outcomes. Finally, students will study the ways to capture and represent data, including creating dashboards, executive summaries, reports and charts, using both traditional and Web-based tools.