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Microsoft Tagged LeetCode Problems
A collection of LeetCode problems specifically tagged for Microsoft interviews, ideal for candidates preparing for techn...
Visa LeetCode Study Notes
Comprehensive study notes for LeetCode problems focused on Visa's technical interviews. Ideal for software engineering c...
Top Google Questions Part 2
This document provides a curated list of popular questions asked on Google, offering insights and answers for learners.
Google Questions Part 1
A collection of study notes featuring common interview questions from Google, designed to aid in preparation.
LeetCode SQL Study Notes
Comprehensive study notes for mastering SQL problems on LeetCode, featuring key concepts and example queries.
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: A Laboratory on Data Manipulation and Pre-processing with the dplyr Package
This lab focuses on crucial data preparation steps using the dplyr package in R. It covers importing various data format...
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, ...
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...
