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Numerical Overview of Manufacturing and Mining Processes
A concise collection of study notes focusing on the various numerical aspects of manufacturing and mining.
Western Sand & Gravel v. SOL (MSHA) Case Analysis
An overview and analysis of the legal case involving Western Sand & Gravel and the Secretary of Labor regarding MSHA reg...
Laboratory Exercise: A Laboratory on Dimensionality Reduction with PCA and Decision Trees in R
This document introduces essential techniques for feature reduction in data mining, focusing on Principal Component Anal...
Laboratory Exercise: Laboratory on Descriptive Statistics and Probability Distributions in R
This material provides a hands-on introduction to statistical computing in R, specifically focusing on descriptive stati...
Laboratory Exercise: Regression Techniques and an Applied Laboratory in Logistic Classification
This document details the theory of regression analysis, with a primary focus on the application of Logistic Regression ...
Data Mining Trends and Research Frontiers
This document explores emerging trends and research directions in data mining. Topics include big data analytics, advanc...
Tools for Data Mining & Analytics
This file presents commonly used tools and platforms for data mining and analytics. It discusses their functionalities, ...
Data Preprocessing (Advanced Concepts)
This file provides a deeper exploration of data preprocessing techniques used in analytics. It discusses noise handling,...
Introduction to Data Mining & Analytics-2
These introductory course slides outline the scope of data mining and analytics. They present definitions, objectives, k...
Pattern Mining – Basic Concepts and Methods
This chapter introduces pattern mining fundamentals, focusing on frequent pattern discovery and association rule mining....
Data and Data Preprocessing
This file focuses on data types, statistical measures, and preprocessing techniques essential for data mining. Topics in...
Introduction to Data Mining & Analytics
This document introduces the fundamentals of data mining and analytics, explaining its role in knowledge discovery. It c...
Probability & Statistics for Engineers & Scientists Book
Data Mining & Analytics Reference Book