Data Mining and Warehousing
Empowering Research & Industry with Data Insights
Early access to the e-LMS platform is included
About This Course
The Data Mining and Warehousing program provides a comprehensive understanding of how organizations handle vast amounts of data, extract meaningful patterns, and utilize data warehouses for business intelligence. Participants will learn about data preprocessing, storage architectures, mining algorithms, and the latest advancements in big data analytics. This program combines theoretical concepts with hands-on practice to help professionals enhance their data management and analytical skills.
Aim
To equip participants with the knowledge and skills needed to collect, store, manage, and analyze large-scale data using data mining and data warehousing techniques for informed decision-making.
Program Objectives
- To introduce participants to the fundamentals of data warehousing and data mining.
- To provide hands-on training in designing and managing data warehouses.
- To explore data mining techniques for extracting actionable insights.
- To discuss real-world applications and case studies in business intelligence.
- To address ethical, privacy, and security concerns in data management.
Program Structure
Week 1: Introduction to Data Mining and Data Warehousing Concepts
Module 1: Introduction to Data Mining
- What is Data Mining?
- Definition and goals of data mining.
- Key stages in data mining: Data cleaning, transformation, modeling, and evaluation.
- Types of Data Mining Tasks
- Classification, clustering, regression, association, and anomaly detection.
- Real-world applications of each task type.
- Data Mining Process
- Data collection, cleaning, and preparation.
- Choosing the right technique based on the problem at hand.
Who Should Enrol?
PhD Scholars, Academicians, Faculty Members, and Industry Professionals
Program Outcomes
✔ Understanding the fundamentals of Data Mining & Warehousing
✔ Exposure to real-world applications in research and industry
✔ Practical knowledge of data processing and analytics tools
✔ Certificate of Completion
Fee Structure
Discounted: ₹2499 | $55
We accept 20+ global currencies. View list →
Other Options
What You’ll Gain
- Full access to e-LMS
- Real-world dry lab projects
- One-on-one project guidance
- Publication opportunity
- Self-assessment & final exam
- e-Certificate & e-Marksheet
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