Course Overview
Schedule of Classes
Course Curriculum
1 Subject
BUSINESS ANALYTICS
1 Exercises • 16 Learning Materials
MODULE 1
VIDEO 1: Introduction to Business Analytics and Course Overview
Video
00:57:09
VIDEO 2: Data Types and Descriptive Statistics Fundamentals
Video
00:56:18
VIDEO 3: Data Visualization and Dashboard Design
Video
00:57:42
VIDEO 4: Business Intelligence Concepts and Architecture
Video
00:54:54
MODULE 2
CHAPTER 5: OLAP vs OLTP Systems and Operations
Video
00:59:11
CHAPTER 6: Data Mining Concepts and Applications
Video
00:56:06
CHAPTER 7: Predictive Analytics and Regression Analysis
Video
00:54:29
CHAPTER 8: Machine Learning Fundamentals for Business
Video
00:50:22
MODULE 3
CHAPTER 9: Classification Techniques and Decision Trees
Video
00:59:08
CHAPTER 10: Clustering Analysis and Customer Segmentation
Video
00:57:25
CHAPTER 11: Time Series Analysis and Forecasting Methods
Video
00:50:29
CHAPTER 12: Prescriptive Analytics and Optimization Techniques
Video
00:56:42
CHAPTER 13: Marketing Analytics and Campaign Optimization
Video
00:56:23
MODULE 4
CHAPTER 14: Financial Analytics and Risk Management
Video
00:38:37
CHAPTER 15: HR Analytics and Workforce Management
Video
00:29:02
CHAPTER 16: Supply Chain and Operations Analytics
Video
00:58:05
FINAL PROJECTS
BUSINESS ANALYTICS PROJECTS
Assignment
Course Instructor
SKILLUMNI
6 Courses • 5 Students
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