AI & Machine Learning

Foundations of AI and Machine Learning

This micro-credential skillset combines practical skills in AI adoption, secure application development, and evaluating emerging hardware technologies. You will explore organisational opportunities, implement secure coding techniques, and assess technology solutions that support modern ICT capability.

estimated duration

120-180 hours (Self-paced).

learning mode

100% Online

modality

Start anytime

Assessments

Quizzes Written assignments Real-world scenario tasks
Foundations of AI and Machine Learning
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AUD $24.92
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Total of $299.04 / year $708.0 58.0%

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Monthly billing also available: $59 / month

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or
AUD $41.59
per month, billed annually

Total of $499.08 / year $1440.0 65.0%

Save 940.92 / year

Monthly billing also available: $120 / month

The price shown includes this course, plus full access to all other eligible courses in your selected subscription diary

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Note: Industry-certified or partner courses are available separately and are not included in the standard subscription.

What You'll Learn?

  • Identify organisational needs and develop suitable AI, ML and DL recommendations.

  • Refine and present AI proposals that align with workplace requirements and strategic goals.

  • Apply secure coding practices, including authentication, authorisation, encryption, and secure data handling.

  • Prevent vulnerabilities by configuring code access security and implementing protection against injection attacks.

  • Analyse organisational technology requirements and research suitable vendors and emerging hardware options.

  • Evaluate hardware solutions, identify risks, and document findings in a structured professional report.

Additional Learning Benefits

  • Courses like this one can contribute to university credit and industry certifications.

  • Many ICT units align with industry-recognised certifications from global technology partners, such as Microsoft, Google, and other leading providers—offering clear pathways to international recognition.

Topics Covered

  • AI, ML and DL Foundations
    AI Alignment Opportunity Analysis Solution Recommendations Communication
  • Secure Application Development
    Authentication and Authorisation Encryption Injection Prevention Secure Coding
  • Hardware Technology Evaluation
    Needs Analysis Vendor Research Hardware Testing Risk Reporting

Learning Outcomes

By the end of this course, you'll be able to:

  • Analyse business needs and identify opportunities to apply AI, ML and DL solutions.

  • Develop and communicate AI recommendations supported by documentation and stakeholder feedback.

  • Implement secure application controls including authentication, authorisation, encryption, and code access restrictions.

  • Prevent common vulnerabilities by applying secure coding practices and testing methods.

  • Determine an organisation’s hardware requirements and assess vendor options using industry standards.

  • Review, test, and report on hardware solutions with clear justifications and risk considerations.

Learning Pathway

SkillX provides a flexible learning journey designed to support your goals—whether you’re upskilling, pursuing formal qualifications, or preparing for university or industry certification.

1
 

Start Here

Essential / Premium Plan: Build your knowledge and skills with flexible, self-paced learning. Access up to 100 microlearnings across high-demand fields like business, IT, project management, and cyber security.

2
 

Complete the Learning Pathway

Microlearnings: Finish all microlearnings in this pathway to build practical skills and prepare for the accredited unit.

3
 

Go Further

Accredited Units (available via Professional Plan or pay-per-certification). Complete formal assessments to earn a Statement of Attainment for nationally recognized units of competency.

4
 

Unlock More

Full Qualifications: Stack your accredited units to progress toward a full nationally recognised qualification.

5

Your Future Pathways

After completing full qualifications or selected accredited units, you can::

  • Gain credit transfer to Australian universities toward a bachelor's degree (selected units only).
  • Sit for industry-recognised certification exams (e.g., CompTIA, Azure, AWS, and others) in selected ICT units only.
  • Enhance your employability skills with industry-ready credentials.

*Credit transfer and certification opportunities are available for selected units only.


This skillset brings together three learning paths that align with the nationally recognised units:

  • Spotting Smart Opportunities: AI, ML, and Deep Learning in Action
  • From Code to Protection: Mastering Security in Software Development
  • Selecting the Best Hardware Solutions for Business Success

This skillset includes:

  • Part 1: Establish Organisational AI, ML and DL Objectives
  • Part 2: Develop Organisational Recommendations for AI, ML and DL
  • Part 3: Finalise and Present AI Recommendations
  • Part 4: Implement Policy Based Code Access Security
  • Part 5: Implement Security Access Control
  • Part 6: Implement Encryption for Data Protection
  • Part 7: Protect Applications Against Injections
  • Part 8: Determine Organisational Needs
  • Part 9: Research Vendors and Suppliers
  • Part 10: Evaluate and Report on Hardware Technology Options

Once you complete all ten microlearnings, you can upgrade to the Professional plan. This provides access to the Introduction to Artificial Intelligence and Machine Learning skillset accredited unit. Successful completion will lead to Statement of Attainment for ICTAII401 Identify Opportunities to Apply Artificial Intelligence, Machine Learning, and Deep Learning, ICTPRG537 Implement Security for Applications, and ICTICT518 Research and Review Hardware Technology Options for Organisations, issued by South Sydney College (RTO Code: 45279). This nationally recognised outcome positions you for roles in AI adoption, secure software development, and ICT technology evaluation within modern digital environments.

Nationally Recognised Training

Ready to take the Professional Course?

Certificates Included

Australian Accredited Certification (AQF Certificate)

(Available through formal qualification pathway - Professional Track)

Statement of Attainment for accredited unit

(Unlock when you add Accredited Certification or Professional Track)

SkillX Professional Certificate

(Essential & Premium)

Foundations of AI and Machine Learning
Try Free Course

No charge - AUD $0.00


or
AUD $24.92
per month, billed annually

Total of $299.04 / year $708.0 58.0%

Save 408.96 / year

Monthly billing also available: $59 / month

The price shown includes this course, plus full access to all other eligible courses in your selected subscription diary

Subscribe Now Upgrade to Professional

Cancel anytime

Full access to courses

Do you have a SkillX code? Apply below or during checkout.

Try Free Course

No charge - AUD $0.00


or
AUD $41.59
per month, billed annually

Total of $499.08 / year $1440.0 65.0%

Save 940.92 / year

Monthly billing also available: $120 / month

The price shown includes this course, plus full access to all other eligible courses in your selected subscription diary

Subscribe Now Upgrade to Professional

Cancel anytime

Full access to courses

Do you have a SkillX code? Apply below or during checkout.

Note: Industry-certified or partner courses are available separately and are not included in the standard subscription.