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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...
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, ...
Fundamentals of NoSQL Database Systems
This document covers foundational NoSQL database concepts including data models, relational theory, schema design, norma...
Introduction to Data Mining & Analytics
This document introduces the fundamentals of data mining and analytics, explaining its role in knowledge discovery. It c...
Infosys important questions
Infosys mock test with answers , very important questions
Probability & Statistics for Engineers & Scientists Book
Data Mining & Analytics Reference Book
Aho - Compilers - Principles, Techniques, and Tools 2e
Compiler Design Reference Book
Formula Book English Medium 3rd Edition PDF by Aditya Ranjan Sir
“Formula Book English Medium 3rd Edition (Sample PDF) by Aditya Ranjan Sir” is a compact and exam-focused guide desi...
Formula Book Hindi Medium 3rd (SAMPLE PDF) by Aditya Ranjan Sir
“Formula Book Hindi Medium 3rd (SAMPLE PDF) by Aditya Ranjan Sir” is a highly useful resource for students preparing...
Maths Book by Aditya Ranjan Sir in English
“Maths Book by Aditya Ranjan Sir (English)” is a comprehensive PDF designed for aspirants preparing for RRB NTPC, SS...
Maths Book by Aditya Ranjan in hindi
“Maths Book by Aditya Ranjan Sir (Hindi)” is a highly useful PDF designed for students preparing for RRB NTPC, SSC, ...