Data Pathway

Data Pathway

Data, AI & Business Intelligence Pathway

Start here. Stop here. Continue further.

The Data, AI & Business Intelligence Pathway is designed to help students build from foundational IT preparation into data-focused specialization and, if desired, into a more advanced role-specific diploma. It begins with core technical competencies, continues through data analysis, SQL, Python, visualization, machine learning fundamentals, and business intelligence workflows, and then branches into focused diploma options aligned with specific career goals.

  • Each completed level has standalone value
  • Each level awards its own credential
  • Continue only if your goal requires more depth

Pathway structure

Choose your stopping point
Level 1 • Foundation Certificate Information Technology Fundamentals Build baseline preparation in computing systems, networking, programming logic, data concepts, cybersecurity awareness, cloud fundamentals, and AI-supported workflow skills.
Level 2 • Domain Certificate Data Analytics, AI and Business Intelligence Domain Develop data analysis workflows, statistical reasoning, SQL analysis, Python analysis, visualization, machine learning fundamentals, and BI decision-support practices.
Level 3 • Advanced Diplomas Choose one advanced specialization Move into a focused diploma based on your target role: analyst, engineering, or BI reporting and decision support.
How this pathway works

One pathway. Three useful levels. Clear value at each step.

This pathway is designed as a stackable structure. Students can complete the foundational certificate, continue into the domain specialization certificate, and move into an advanced diploma only if they want deeper role-focused specialization. Each completed level has its own credential, program value, and career outcome.

Level 1

Foundation: Information Technology Fundamentals

This program provides foundational preparation in computer systems, networking, programming logic, Python, data and database concepts, cloud fundamentals, cybersecurity awareness, and AI-supported workflow skills. It establishes the technical base needed for progression into specialized study areas.

Why this level matters
  • Builds baseline technical competencies.
  • Works as a standalone starting credential.
  • Prepares students for entry into domain specialization certificate programs.
Career outcomes at this level
  • Entry-Level IT Support Specialist
  • Technical Support Assistant
  • IT Operations Assistant
Level 2

Domain Specialization: Technology Product and Project Management Domain

This certificate prepares students for technology delivery and management support work by introducing product operations concepts, project coordination practices, workflow support, structured planning, and cross-functional delivery awareness. It expands upon the foundational program and prepares students for entry-level product and project support roles as well as further specialization.

Why this level matters
  • Adds focused preparation in product and project workflow support.
  • Can be completed as a standalone credential.
  • Serves as the prerequisite for advanced diplomas in this pathway.
Career outcomes at this level
  • Product Operations Assistant
  • Project Coordination Assistant
  • Technology Delivery Support Specialist
Level 3

Advanced Diplomas: Choose your specialization

After completing the domain certificate, students may continue into one advanced diploma aligned with their career goal. These diploma programs provide concentrated, practice-based occupational training through supervised hands-on application, structured implementation, delivery planning, and applied project work.

Why this level matters
  • Provides deeper role-specific specialization.
  • Focuses on applied, job-relevant product and project management competencies.
  • Allows students to choose the direction that best matches their intended role.
Career outcomes at this level
  • Project Manager: Project Manager; Technical Project Coordinator; Technology Delivery Manager
  • Product Manager: Product Manager; Associate Product Manager; Product Operations Manager

Built for students pursuing data, reporting, and business intelligence directions

This pathway supports students interested in data-centered roles that combine technical tools, reporting workflows, business insights, and structured decision support.

Students completing this pathway may be preparing for roles such as:

  • Data analysis and reporting roles
  • Business intelligence and dashboard roles
  • Data workflow and data support roles
  • Data infrastructure support roles
  • AI-supported analytics and business insight roles
Best fit for students interested in:

analytics, dashboards, reporting, KPIs, data workflows, visualization, business decision support, and applied AI tools in data environments.