BIG DATA ANALYTICS FOR BUSINESS (4 Credits)
Learning Outcomes:
On successful completion of this course, student will be able to:
- Define core concepts of data analytics and explain how they relate to business decision-making
- Identify and describe methods for collecting and preparing data for analysis in business contexts
- Apply appropriate data analytics techniques and visualization to support insights for business cases.
- Develop and present a data-driven business project using suitable analytics methods and tools.
Topics :
- Introduction to Business Data Analytics
- Data Preparation
- Visualization and Basic Statistics
- Data Exploration with Python
- Regression Case
- Forecasting Techniques
- Classification with Decision Tree
- Hands-on Decision Tree
- Association Rule Mining Concepts
- Market Basket Analysis Practical
- Clustering Concept
- Clustering Hands-on
- Instance-based Learning
- Time Series Forecasting for Business
- Analytics Tools for Business Insights
- Data Storage & Processing Frameworks
- Business Dashboards & Data Communication
- Applied Data Analytics
- Final Project Planning
- Project Progress Check
- Project Consultation
- Project Consultation
- Advanced Concepts in Data Analytics
- Trends in Analytics
- Project Presentation
- Project Presentation
SOCIAL MEDIA
Let’s relentlessly connected and get caught up each other.
Looking for tweets ...