Understanding AI Algorithms
Master the fundamentals of artificial intelligence and apply them confidently across real-world projects. This will equip you to evaluate machine learning models, implement secure coding practices, and manage NoSQL data.
- ICTAII502 Train and evaluate machine learning models
- ICTPRG537 Implement security for applications
- ICTPRG554 Manage data persistence using NoSQL data stores
estimated duration
120-180 hours (Self-paced). Learners are given up to 12 months to complete the course.
learning mode
100% Online
modality
Start anytime
Assessments
This accredited course leads to a Statement of Attainment for Understanding AI Algorithms, issued by South Sydney College (RTO Code: 45279).
Note: All assessments are aligned with the requirements of ICTAII502, ICTPRG537, ICTPRG554 and reflect real contract performance management practices.
AUD $699.00 $990.00 29%
Discounted full fee until 30 June.
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What You'll Learn?
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Train and evaluate machine learning models using supervised and unsupervised algorithms.
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Implement secure coding practices to prevent vulnerabilities.
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Manage and optimise NoSQL data storage systems for performance and scalability.
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Design AI-enabled applications with integrated security and storage.
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Assess and refine ML models for business use cases.
Additional Learning Benefits
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Courses like this one can contribute to university credit and industry certifications.
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Many ICT units align with CompTIA certification, offering clear pathways to global recognition.
Topics Covered
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AI Foundations & Algorithms
ML Types Model Evaluation Supervised/Unsupervised Learning
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Secure Application Development
Threat Secure Coding Validation Testing Strategies
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NoSQL Data Persistence
Database Design CRUD Operations Performance Optimisation
Learning Outcomes
By the end of this course, you'll be able to:
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Train and assess machine learning models for practical use.
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Implement secure coding standards to protect applications.
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Design and manage NoSQL data solutions.
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Apply AI capabilities in business-relevant development projects.
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Prepare for accredited assessment and national certification.
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.
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.
Complete the Learning Pathway
Microlearnings: Finish all microlearnings in this pathway to build practical skills and prepare for the accredited unit.
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.
Unlock More
Full Qualifications: Stack your accredited units to progress toward a full nationally recognised qualification.
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.
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)
AUD $699.00 $990.00 29%
Discounted full fee until 30 June.
NOT READY FOR THE PROFESSIONAL CERTIFICATION YET?
Get the same learning content in our Subscription, plus access to 100s of other short courses. Start with Subscription. Upgrade to Professional when you are ready.