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IBM C1000-206 Exam Syllabus Topics:

SectionObjectives
Topic 1: Foundations of Artificial Intelligence- Artificial Intelligence Concepts
  • 1. Types of AI
  • 2. AI use cases and applications
  • 3. Data and AI relationships
  • 4. History and evolution of AI
Topic 2: AI Ethics and Responsible AI- Responsible AI Principles
  • 1. Bias and fairness
  • 2. Transparency and explainability
  • 3. Privacy and security
  • 4. Ethical considerations in AI deployment
Topic 3: IBM AI Technologies and Tools- IBM AI Ecosystem
  • 1. Enterprise AI solutions
  • 2. Building and running AI models
  • 3. IBM Watson Studio
  • 4. IBM watsonx platform
Topic 4: Generative AI- Generative AI Fundamentals
  • 1. Generative AI use cases
  • 2. Limitations and challenges
  • 3. Large Language Models
  • 4. Content generation
Topic 5: Machine Learning and Deep Learning- Deep Learning Concepts
  • 1. Neural networks
  • 2. Deep neural networks
  • 3. Common deep learning applications
- Machine Learning Fundamentals
  • 1. Reinforcement learning
  • 2. Model training and evaluation
  • 3. Supervised learning
  • 4. Unsupervised learning
Topic 6: Natural Language Processing and Computer Vision- Computer Vision
  • 1. Object detection
  • 2. Visual AI applications
  • 3. Image recognition
- Natural Language Processing
  • 1. Chatbots and conversational AI
  • 2. Text analysis
  • 3. Language understanding

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