Techniques for Business Data Analytics

Business visualizations are used to communicate insights drawn from data with business stakeholders. They differ from technical visualizations which are aids for the analytics professionals to

A concept model is used to organize the business vocabulary needed to communicate the knowledge of a domain consistently and thoroughly.

Data mapping is used to consolidate data from one or more sources to a destination to create a meaningful set of data with a standardized format. This ensures that data can be accessed and used

Decision modelling shows how repeatable business decisions are made. For more information, see BABOK® Guide v3, chapter 10.17.Decision analysis formally assesses a problem and possible decisions

Descriptive statistics derive information about the population under study. Inferential statistics helps to assess information about a sample of the population and make informed generalizations.

Extract, Transform, and Load (ETL) refers to a data sourcing and curation approach for application development, business intelligence, and the analytics domain. ETL is often used to make data

Business decisions are often based on some amount of uncertainty regarding the outcome. Optimization can be described as choosing the best possible option among multiple available options under

The IIBA Guide to Product Ownership Analysis assists teams to create and deliver exceptional products and services, for their customers and stakeholders, with proven practices cultivated from:

This Guide benefits practitioners who: •   Work as Product Owners, •   Support Product Owners in their work, •   Execute Product Ownership related work, •