Introduction to Data Mining & Warehousing
Unlocking the Power of Data for Informed Decision-Making
Skills you will gain:
About Program:
The Introduction to Data Mining & Warehousing workshop provides a foundational understanding of data storage, management, and analytics. Participants will explore key techniques in data mining, learn how data warehouses are structured and utilized, and gain hands-on experience in processing and analyzing large-scale datasets. The workshop covers practical applications in business, healthcare, finance, and more.
Aim: To introduce participants to the fundamental concepts of data mining and data warehousing, equipping them with the skills to manage, analyze, and extract valuable insights from large datasets for business intelligence and decision-making.
Program Objectives:
- To introduce participants to data mining and warehousing concepts.
- To provide hands-on experience with data analysis tools and techniques.
- To train participants in managing large-scale data for decision-making.
- To explore real-world applications of data mining and business intelligence.
- To address ethical and security challenges in data-driven environments.
What you will learn?
Day 1: Introduction to Data Mining & Warehousing
● What is Data Mining & Data Warehousing?
● Real-world Applications in Research & Industry
● Key Differences Between Data Mining & Warehousing
● Basic Data Mining Techniques Overview
● Q&A Session
Day 2: Understanding Data Warehousing
● Fundamentals of Data Warehousing
● Data Warehousing Architecture (ETL, OLAP, Metadata, etc.)
● Basic Data Models: Star Schema vs. Snowflake Schema
● Why & How Businesses Use Data Warehouses
● Q&A Session
Day 3: Introduction to Data Mining Techniques
● Overview of Classification, Clustering & Association Rules
● Understanding Supervised vs. Unsupervised Learning
● Real-world Example: How Companies Use Data Mining
● Q&A & Wrap-Up Discussion
Mentor Profile
Fee Plan
Get an e-Certificate of Participation!
Intended For :
- Data analysts and business intelligence professionals
- IT professionals working in data storage and analytics
- Students and researchers in computer science, data science, and AI
- Business professionals interested in data-driven decision-making
Career Supporting Skills
Program Outcomes
✔ Understanding of basic concepts of Data Mining & Warehousing
✔ Knowledge of why and how organizations use these techniques
✔ Awareness of real-world applications