Advanced Certificate in AI Explainability and Transparency

Name: Advanced Certificate in AI Explainability and Transparency
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The Advanced Certificate in AI Explainability and Transparency is a comprehensive course designed to meet the growing industry demand for professionals with expertise in explainable and transparent AI. This course emphasizes the importance of building AI systems that are not only high-performing but also ethical, interpretable, and auditable.

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AboutThisCourse

With the rapid growth of AI adoption across industries, there is a pressing need for professionals who can ensure AI systems are transparent and explainable, thereby building trust and ensuring regulatory compliance. This course equips learners with essential skills to design, implement, and maintain AI systems that are transparent, fair, and explainable, thereby opening up new career advancement opportunities in a variety of industries. By the end of the course, learners will have a deep understanding of AI explainability and transparency concepts, techniques, and best practices, making them highly valued assets in today's data-driven economy.

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CourseDetails

• Introduction to AI Explainability and Transparency
• Importance of AI Explainability and Transparency
• Ethical Considerations in AI Explainability
• Types of AI Explainability: Model-Specific vs Model-Agnostic
• Techniques for AI Explainability: Feature Importance, Partial Dependence Plots, SHAP Values
• Transparency in AI Decision-Making Processes
• Challenges and Limitations of AI Explainability and Transparency
• Best Practices for Implementing AI Explainability and Transparency
• Regulations and Standards for AI Explainability and Transparency

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
BasicComputerSkills
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FastTrack GBP £140

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AcceleratedLearningPath

ThreeFourHoursPerWeek
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StandardMode GBP £90

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FlexibleLearningPace

TwoThreeHoursPerWeek
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ADVANCED CERTIFICATE IN AI EXPLAINABILITY AND TRANSPARENCY

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London School of International Business (LSIB)

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05 May 2025

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