Introduction to Business Intelligence

Introduction to Business Intelligence

1. The Origins of Business Intelligence

   • Principles
     • Statistics and Econometrics
       • Pattern Recognition
       • Econometrics methods
       • statistical reasoning
       • forescasting techniques
     • Operations research
       • Linear programming
       • decision theory
       • game theory
     • Artificial Intelligence
       • Machine learning
       • expert systems
       • genetic algorithms
       • Artificial neural networks
   • Business Intelligence
     • Database technologies
     • data modeling
     • query languages
     • query optimization
     • indexing methods

2. BI as an autonomous disciplines

   • Online analytical processing
     • multidimeltional analytics of business data
   • Data mining tools
     • Algorithms for automatic analysis data
       • statistical methods
       • Econometrics methods
   • Knowledge management tools
     • Analysis of textual documents

3. BI and Company Management

   • Supervising
     • Management business processes
   • Solving well - structured tasks
   • Solving ill - structured tasks

4. Review of BI Aplications in some business areas

   • Customer management
     • analysis of impact
     • customers lifetime
     • services offered
   • sales
     • research into impact
     • correction of the prices
   • Logistics
     • transport selection
     • procedure of route
   • Finance
     • modification of manufacturing process