Certificate Courses
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Develop a strong understanding of core business operations, financial principles, and performance metrics. Hence learners can analyze how value is created and measured within organizations.
Build practical data analysis skills using Excel and AI-enhanced tools to support data-driven decision-making across business roles.
Introduce professional project management and business analysis techniques enabling learners to participate effectively in cross-functional teams and manage small-scale business or IT projects
Lay the foundational knowledge in digital systems, data concepts, and business intelligence tools to prepare learners for specialized study or entry-level roles in data, analytics, or tech-enabled business environments.
Growth Map Pathway Diagram
Certificate Level Courses Pathway Diagram
This course aims to provide learners with a comprehensive understanding of how data is collected, processed, and analyzed within business and ERP environments. Through hands-on projects and real-world simulations, participants will gain practical skills in data engineering, data quality management, data preparation, and visualization. The course also equips learners to extract and interpret ERP data, create impactful dashboards, and deliver actionable business insights—preparing them for entry-level roles in data and business analysis.
To equip learners with practical skills in data visualization and analysis using Excel and Tableau, enabling them to transform raw data into actionable insights. This course builds a solid foundation in formulas, pivot tables, and Power Query in Excel, followed by hands-on experience in Tableau to create interactive dashboards, integrate diverse data sources, and apply visual analytics to real-world business problems.
The Business Analysis Essentials course is a comprehensive foundation program that equips learners with the critical skills and knowledge required to understand and analyze modern business environments. Designed as a springboard for specialized tracks like Data Engineering or Visual Analytics, this course bridges the gap between academic theory and real-world business needs. Participants will explore how businesses operate, how decisions are made, and how data and project planning shape organizational success. Through practical, hands-on learning, learners will gain fluency in business processes, financial metrics, Excel-based analytics, AI-assisted tools, project planning, and stakeholder communication. This program is embedded with a Career Development Program, which aims to help participants own their voice and engage meaningfully with others, clarify personal brand, develop presence, and connect it to future aspirations, and build behaviors, attitudes, and a thinking aligned with career success.
Including confidentiality, integrity, and availability (CIA triad), security models, risk assessment, and threat landscape awareness
To build upon foundational knowledge by exploring deeper technical aspects such as endpoint protection, system hardening, OS level security (Linux/Windows), malware analysis, and advanced threat handling
Focusing on skill growth by making each level of the course be tied to a specific learning outcome designed to support a steady progression
To introduce students to foundational concepts of information security, including confidentiality, integrity, and availability (CIA triad), security models, risk assessment, and threat landscape awareness. This program is embedded with a Career Development Program, which aims to help participants own their voice and engage meaningfully with others, clarify personal brand, develop presence, and connect it to future aspirations, and build behaviors, attitudes, and a thinking aligned with career success.
Subject Weight 50%
Subject weight reflects the proportion of the depth of subject matter relevant for each levels