Big Data Analytics Courses

(1) Introduction to Big Data Analytics

Topics covered:
Open Source Framework
Data Sourcing
Data Quality
Data Cleaning
Data Preparation

(2) Professional Practical Certificate in Data Engineering

Topics covered:
Fundamentals in Computing
Data Coding
Data Extraction
Data Manipulation
Data Handling Techniques
Data Mapping Processes
Development and Maintenance of Enterprises Data Dictionary
Individual/Group Project

(3) Professional Practical Certificate in Data Analytics

Topics covered:
Business Hypothesis Testing
Unstructured and Structured Data Analytics
Data Visualization
Data Communication, Visualization and Reporting
Individual/Group Project

(4) Professional Practical Certificate in Data Science

Topics covered:
Advanced Statistics
Data Science Computing
Data Modeling
Machine Learning
Data Mining
Data Relation, Communication and Visualization
Cornerstone Project

* Minimum duration: Three (3) months.
* All candidates will be awarded Certificate of Achievement at the end of each course.
* Professional Certificates for each level [(2), (3), (4)] awarded by Institute of Visual Informatics (IVI), Universiti Kebangsaan Malaysia (UKM) will be issued to candidates who pass the respective examinations.
* Course delivery: Face-to-face, Hands-on, Online, Self-learning, Individual/Group Project.


For inquiries please contact:
Institute of Visual Informatics
Universiti Kebangsaan Malaysia
43600 UKM Bangi, Selangor
Email: halimahivi@ukm.edu.my
Tel: +603-8921 6079/6073
Fax: +603-8921 6072