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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Deep Learning and Neural Networks | 20% | - Deep learning architectures - Applications in computer vision and NLP - Neural network fundamentals |
| Topic 2: Ethics, Governance and Future of AI | 15% | - Emerging trends and future directions - Ethical principles and bias mitigation - Regulatory compliance and trust |
| Topic 3: Introduction to Artificial Intelligence | 20% | - AI applications and use cases - Types of AI: Narrow vs General - Definition and history of AI |
| Topic 4: AI Tools, Platforms and IBM Solutions | 20% | - IBM Watson services overview - Development tools and frameworks - Cloud AI platforms |
| Topic 5: Machine Learning Basics | 25% | - Model training and evaluation - Data preparation and preprocessing - Supervised, unsupervised, reinforcement learning |
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The IBM Artificial Intelligence Fundamentals v1 - Associate is IBM's certification exam for IBM Certified Associate - Artificial Intelligence Fundamentals v1, at the Associate level. It validates applied skills employers hire for — a credential worth the effort.
The IBM Artificial Intelligence Fundamentals v1 - Associate blueprint covers 5 domains — including Deep Learning and Neural Networks (20%), Ethics, Governance and Future of AI (15%), AI Tools, Platforms and IBM Solutions (20%). The weightings are your efficiency map: heavy domains first. Every subtopic appears in the outline above.
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