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

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