COURSE·IS3005

Business Intelligence & Data Warehousing

Information Systems & Technology

25 Chapters

Offered in

Information SystemsIS3005coreBusiness Analytics

Chapters

Ch 1FREE

Introduction to Decision Making and Business Analytics

14 min

Ch 2FREE

Data Fundamentals for Analytical Processing

13 min

Ch 3

Data Preprocessing and Preparation

12 min

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Ch 4

Data Warehousing and Business Intelligence Architecture

13 min

Ch 5

Descriptive Analytics and Visualization Techniques

13 min

Ch 6

Statistical Inference and Predictive Modeling Foundations

16 min

Ch 7

Data Mining Process and Methodology

15 min

Ch 8

Classification and Model Evaluation

18 min

Ch 9

Ensemble Learning for Robust Predictive Models

15 min

Ch 10

Unsupervised Learning Clustering and Pattern Discovery

13 min

Ch 11

Association Analysis and Market Basket Insights

13 min

Ch 12

Text Analytics and Natural Language Processing

15 min

Ch 13

Web Mining and Search Engine Technologies

13 min

Ch 14

Big Data Technologies and Distributed Processing

15 min

Ch 15

Real-Time Analytics, IoT, and Edge Computing

19 min

Ch 16

Cloud-Based Analytics and Data Services

13 min

Ch 17

Prescriptive Analytics and Optimization Models

17 min

Ch 18

Simulation and Heuristic Problem-Solving

12 min

Ch 19

Artificial Intelligence Foundations and Core Techniques

15 min

Ch 20

Applied AI Business Solutions and Robotics

20 min

Ch 21

Generative AI and Large Language Models

16 min

Ch 22

Domain-Specific Analytics and Emerging Data Applications

14 min

Ch 23

Blockchain, Web 3.0, and Immersive Technologies

13 min

Ch 24

Analytics Tools and Development Environments

14 min

Ch 25

Data Strategy, Ethics, and the Future of Analytics

15 min