Business Intelligence: In-House Training Business Intelligence (BI) refers to a set of technology-based techniques, applications, and practices used to aggregate, analyze, and present business data. BI practices provide historical and current views of vast amounts of data and generate predictions for business operations. The purpose of Business Intelligence is the support of better business decision making. This course provides an overview of the technology and application of BI and how it can be used to improve corporate performance. What you will Learn You will learn how to: Specify a data warehouse schema Identify the data and visualization to be used for data mining and Business Intelligence Design a Business Intelligence user interface Getting Started Introductions Agenda Expectations Foundation Concepts The challenge of decision making What is Business Intelligence? The Business Intelligence value proposition Business Intelligence taxonomy Business Intelligence management issues Sources of Business Intelligence Data warehousing Data and information Information architecture Defining the data warehouse and its relationships Facts and dimensions Modeling, meta-modeling, and schemas Alternate architectures Building the data warehouse Extracting Transforming Loading Setting up the data and relationships Dimensions and the Fact Table Implementing many-to-many relationships in data warehouse Data marts Online Analytical Processing (OLAP) What is OLAP? OLAP and OLTP OLAP functionality Multi-dimensions Thinking in more than two dimensions What are the possibilities? OLAP architecture Cubism Tools OLAP variations - MOLAP, ROLAP, HOLAP BI using SOA Applications of Business Intelligence Applying BI through OLAP Enterprise Resource Planning and CRM Business Intelligence and financial information Business Intelligence User Interfaces and Presentations Data access Push-pull data access Types of decision support systems Designing the front end Presentation formats Dashboards Types of dashboards Common dashboard features Briefing books and scorecards Querying and Reporting Reporting emphasis Retrofitting Talking back Key Performance Indicators Report Definition and Visualization Typical reporting environment Forms of visualization Unconstrained views Data mining What is in the mine? Applications for data mining Data mining architecture Cross Industry Standard Process for Data Mining (CISP-DM) Data mining techniques Validation The Business Intelligence User Experience The business analyst role Business analysis and data analysis Five-step approach Cultural impact Identifying questions Gathering information Understand the goals The strategic Business Intelligence cycle Focus of Business Intelligence Design for the user Iterate the access Iterative solution development process Review and validation questions Basic approaches Building ad-hoc queries Building on-demand self-service reports Closed loop Business Intelligence Coming attractions - future of Business Intelligence Best practices in Business Intelligence
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Mastering Critical Conversations: In-House Training We will explore various obstacles to delivering 'challenging' messages effectively, including those that come from the external environment as well as those we encounter internally. After gaining insight into the brain science behind the biology of conflict and emotion, we will then examine a 5-step framework for delivering difficult messages. Paired and small group activities comprise a large portion of this interactive course, which culminates in a role play. What You Will Learn At the end of this program, you will be able to: Recognize how a perceived threat by the brain translates into a physiological response of fight, flight, or freeze Utilize various techniques to mitigate an 'amygdala hijack' state Leverage a 5-step model to deliver 'challenging' news effectively Managing Difficult Conversations Obstacles to managing difficult conversations Understanding human nature Brain Science and the Biology of Emotion The unique challenge of social and emotional learning The limbic system and the amygdala hijack Self-regulation strategy for the amygdala hijack Delivering Challenging Messages Managing difficult conversations 5 steps for delivering a challenging message Verbal active listening techniques Preparing to deliver a challenging message (scenarios) Conversations Involving Emotion and Conflict Two types of conflict Spectrum of responses to conflict Psychological type preferences and conflict Creating an action plan
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