Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV) B.Tech Data Mining and Warehousing Notes PDFs for Computer Science Engineering (CSE)
Data Mining and Warehousing Definition
Data mining is the process of discovering patterns and relationships in large datasets in order to extract valuable insights, whereas data warehousing is the process of storing and managing structured data for analysis and reporting.
Role in Data Insight Extraction
Organisations can use data mining and warehousing to make informed decisions, optimise processes, and gain actionable insights from their data assets.
Importance of Data Mining and Warehousing
Data mining and warehousing enable informed decision-making by allowing decision-makers to base their decisions on data-driven insights rather than intuition alone.
Improved Business Intelligence
Data mining and warehousing are used in business intelligence to analyse historical and current data, uncover trends, and support strategic planning.
Advancing Research and Innovation
Data mining assists researchers in identifying new patterns and trends, which leads to innovations in a variety of fields.
Personalization and Recommendation Systems Advancement
Personalised recommendations in e-commerce, entertainment, and online services are powered by data mining, which improves user experiences.
Course Objectives:
Understanding Data Mining Methodologies
Data mining techniques such as clustering, classification, association rule mining, and anomaly detection are taught to students.
Preprocessing and Transformation of Data
To ensure data quality for analysis, the curriculum covers data preprocessing steps such as cleaning, integration, and transformation.
Constructing and Managing Data Warehouses
Students learn about the design, implementation, and upkeep of data warehouses in order to facilitate efficient data retrieval and reporting.
Machine Learning and Advanced Analytics
To extract deeper insights from data, the curriculum investigates advanced analytics techniques and machine learning algorithms.
RGPV B.Tech Computer Science Engineering (CSE) Data Mining and Warehousing (CS703) Notes
Unit-1: DOWNLOAD PDF
Unit-2: DOWNLOAD PDF
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