
explains data mining and business intelligence, extracting predictive information from large databases and data warehouses to reveal hidden patterns and guide proactive decisions.
Explore data mining techniques, including association, pattern analysis, sequence patterns, classification, clustering, and forecasting, and examine text mining, web mining, spatial mining and process mining for business insights.
Learn how the computer-based business intelligence process captures and analyzes data to transform raw business data into understandable information that supports decisions on operational improvements or new business opportunities.
Explore how business intelligence and data mining apply predictive techniques to reveal patterns in data, supporting efficient decision making, fraud detection, and revenue growth across finance, science, and law enforcement.
Explore cluster analysis for market segmentation and multidimensional scaling to map customers' perceived attributes, enabling targeted positioning, advertising evaluation, and new product development.
Welcome to Business Intelligence: Strategies, Tools & Techniques
In this course you will learn the basic principles and elements of Business Intelligence and how to apply it to achieve sustainable and profitable business growth. By the end of the course, you will be able to build the fundamental architecture for functioning business intelligence systems with the support of data-mining & data-warehousing applications. You will have the knowledge you need to develop and launch a BI project – turning the flood of data into actionable information that helps your business succeed.
Finally, you'll discover how the applications and technologies join forces to access, analyze, and offer data that you can use to make better business decisions, improve your products, satisfy customers, overcome competitors, and more.
What you'll learn in this course:
Understand the basic principles and elements of Business Intelligence
Learn how Business Intelligence leads to sustainable and profitable growth
Learn how organizations use Business Intelligence systems
Learn what is data warehousing and how to utilize it
Understand the Business Intelligence process
Learn BI and Data Mining applications
Discover Data Mining tools, methods, and techniques
Learn Data Analysis
Learn Factor Analysis
Learn Cluster Analysis and Multidimensional Scaling
Discover best practices and pragmatic approaches