Business Intelligence BI and Data Analytics DA refer to a variety of methods and techniques for the analysis of large amounts of business data such as data warehousing DWH , reporting, pre- processing and extracting information from data, Online Analytical Processing OLAP , as well as modeling underlying patterns by means of powerful machine learning models. In this track, you will learn conceptual and mathematical foundations of BI and DA.
Also, you will get to know relevant techniques to build BI solutions, supporting the decision making of modern companies. You will implement hands-on cases related to data warehousing based on modern BI tools as well as OLAP, Big Data processing, data mining techniques, and machine learning algorithms for different levels of analytic insight and accurate predication making.
Hands-on experience with modern BI tools and guest lectures by BI professionals are part of the curriculum. This course focuses on multivariate statistical methods in the context of data mining. Within the lecture, you will learn how to preprocess, exploratively analyze and understand data, e. Register Sign in. Top Sales Analytics to Track in Tableau and Power BI Revenue analytics: Invoiced sales current month prior month Invoiced sales current quarter prior quarter Invoiced sales current year to date prior year to date Customer analytics for this quarter: Customer with sales: number of distinct customers invoiced this quarter New customers: number of distinct customers invoiced this quarter not been invoiced previously One-time customer invoices created during this quarter Actual vs.
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