LAPT
London Academy of Professional Training
Master Certificate
Level 6-7
Leadership
ISO IT & Related Technologies
ISO 23053 — Framework for AI Systems Using Machine Learning
REF: IIT-AII-23053
Prerequisites
None
Awarding Body: LAPT — London Academy of Professional Training
Curriculum Overview
1
AI Systems Evaluation and Optimisation
2
Strategic AI Leadership
3
Ethics in AI and Machine Learning
Foundations of Ethics in AI: Key Concepts and Theories
Understanding Bias and Fairness in Machine Learning
Transparency and Explainability in AI Systems
Privacy and Data Protection in AI Applications
Governance and Accountability in AI Systems
4
ISO 23053 Framework Overview
Introduction to ISO 23053: Understanding the Framework
Key Components of ISO 23053: Structure and Elements
Risk Management in AI: Aligning with ISO 23053
Implementation Guidelines for ISO 23053 in Practice
Evaluation and Continuous Improvement under ISO 23053
5
Machine Learning Techniques
Understanding Machine Learning Fundamentals
Data Preprocessing and Feature Engineering
Model Selection and Training Techniques
Evaluating Model Performance and Tuning
Advanced Machine Learning Techniques and Applications
6
Artificial Intelligence Fundamentals
Understanding Machine Learning Concepts and Terminology
Data Preparation and Preprocessing Techniques for Machine Learning
Model Selection and Evaluation Metrics in Machine Learning
Advanced Machine Learning Algorithms and Techniques
Ethical Considerations and Governance in AI Systems
Assessment Breakdown
Passing Mark: 325 / 500 (65%)
How to Enrol
Website: lapt.org
Email: info@lapt.org
Phone: +44 7513 283044
Address: 85 Great Portland Street, W1W 7LT, United Kingdom
Hours: Monday – Friday, 9AM – 5PM