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IBM C1000-206 Exam Overview:

Certification Vendor:IBM
Exam Name:IBM Artificial Intelligence Fundamentals v1 - Associate (C1000-206)
Exam Number:C1000-206
Exam Format:Multiple choice
Available Languages:English
Recommended Training:IBM SkillsBuild - AI Learning Paths
IBM AI Fundamentals Courses (Coursera)
Exam Registration:Pearson VUE IBM Exams
IBM Certification Portal
Exam Way:Online proctored exam via IBM certification platform / Pearson VUE (availability may vary by region)

IBM C1000-206 Exam Syllabus Topics:

SectionObjectives
Topic 1: AI Ethics and Responsible AI- Responsible AI practices
  • 1. Fairness and accountability
    • 2. Data privacy considerations
      - Ethical considerations
      • 1. Transparency and explainability
        • 2. Bias in AI systems
          Topic 2: Machine Learning Fundamentals- Core ML concepts
          • 1. Supervised learning
            • 2. Unsupervised learning
              - Model evaluation basics
              • 1. Basic evaluation metrics
                • 2. Training vs testing
                  Topic 3: IBM AI Tools and Ecosystem- IBM Watson overview
                  • 1. Enterprise AI applications
                    • 2. AI services and capabilities
                      Topic 4: Deep Learning and Neural Networks- Neural network fundamentals
                      • 1. Activation functions overview
                        • 2. Perceptrons and layers
                          - Deep learning concepts
                          • 1. Common architectures overview
                            • 2. Training deep neural networks
                              Topic 5: Introduction to Artificial Intelligence- AI applications
                              • 1. Industry adoption scenarios
                                • 2. Real-world use cases
                                  - AI concepts and definitions
                                  • 1. Types of AI systems
                                    • 2. What is Artificial Intelligence
                                      Topic 6: Natural Language Processing and Computer Vision- NLP basics
                                      • 1. Text processing concepts
                                        • 2. Language understanding tasks
                                          - Computer vision basics
                                          • 1. Image recognition concepts
                                            • 2. Object detection overview

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