Learning outcome
1.1

Strategy and planning
1.2

Security and privacy
1.3

Governance, risk and compliance
1.4

Advice and guidance
2.5

Change implementation
2.6

Change analysis
2.7

Change planning
3.8

Systems development
3.9

Data and analytics
3.10

User experience
3.11

Content management
3.12

Computational science
4.13

Technology management
4.14

Service management
4.15

Security services
5.16

People management
5.17

Skills management
6.18

Stakeholder management
6.19

Sales and marketing
A1

<p>Choose and/or implement an appropriate data analytic solution for a specific problem.</p>
K1

<p>Describe the components of the data analytics process.</p>
K2

<p>Explain different methods for evaluating data analytics models.</p>
S1

<p>Create data analytics models.</p>
S2

<p>Apply various data preparation and preprocessing methods to data.</p>
Learning outcome
1.1

ICT Fundamentals

1.2

ICT Infrastructure

1.3

Information & Data Science and Engineering

1.4

Computational Science and Engineering

1.5

Application Systems

1.6

Cyber Security

1.7

ICT Projects

1.8

ICT Management and Governance

2.1

Professional ICT Ethics
2.2

Impacts of ICT

2.3

Working Individually and in ICT development teams

2.4

Professional Communication

2.5

The Professional ICT Practitioner

A1

<p>Choose and/or implement an appropriate data analytic solution for a specific problem.</p>
K1

<p>Describe the components of the data analytics process.</p>
K2

<p>Explain different methods for evaluating data analytics models.</p>
S1

<p>Create data analytics models.</p>
S2

<p>Apply various data preparation and preprocessing methods to data.</p>