Data Mining Methodologies And Applications

Data Mining: Methodologies And Applicationsnbsp;presents A Comprehensive Yet Accessible Introduction To Data Mining-a Key Area Of Artificial Intelligence Focused On Uncovering Patterns And Insights From Datasets Using Machine Learning Techniques. This Textbook Addresses A Gap In Existing Literature By Offering A Clear, Balanced Approach That Integrates Theoretical Foundations With Real-world Applications.core Topics Include Essential Data Mining Methods Such As Regression, Classification, Clustering, And Association Analysis. The Book Goes Beyond Algorithm Application To Explain How And Why These Techniques Work, Equipping Students With The Knowledge Needed To Make Informed Decisions In Data-driven Environments.designed For Advanced Undergraduate And Graduate Students, Particularly In Engineering, Computer Science, And Related Stem Fields, This Book Includes Hands-on Exercises, Case Studies, And Projects.