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Understanding functional and technical aspects of Python programming basics

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  • Strings
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  • Article Oriented Programming
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Understanding functional and technical aspects of Overview of artificial intelligence

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  • Advancement of AI Industries
  • The Past, Present, and Future of AI
  • Equity and Equity in the Era of AI
  • Human-Machine Relationship in the Era of AI
  • Artificial intelligence Society in the Future
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Understanding functional and technical aspects of Overview of TensorFlow, programming basics, and methods of using TensorFlow programming for image recognition, speech recognition, and human-machine dialogue

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  • Most extreme Likelihood Estimation
  • Outline of Deep Learning
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  • Uses of Deep Learning
  • Enactment Functions
  • Normal Machine Learning Algorithms
  • Boundary Estimation
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Huawei H13-311-ENU Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Deep Learning Overview25%- Deep Learning Fundamentals
  • 1. Convolutional Neural Networks
  • 2. Neural Networks
  • 3. Transformer Models
  • 4. Recurrent Neural Networks
Topic 2: Machine Learning Overview20%- Machine Learning Fundamentals
  • 1. Model Training and Evaluation
  • 2. Unsupervised Learning
  • 3. Common Machine Learning Algorithms
  • 4. Supervised Learning
Topic 3: AI Development Framework20%- AI Development Technologies
  • 1. Model Development Workflow
  • 2. MindSpore Framework
  • 3. Python for AI
  • 4. AI Model Deployment
Topic 4: Cutting-edge AI Applications6%- Emerging AI Technologies
  • 1. Generative AI
  • 2. AI Ethics and Governance
  • 3. Large Language Models
Topic 5: AI Overview15%- Artificial Intelligence Fundamentals
  • 1. AI Concepts and Development History
  • 2. AI Application Scenarios
  • 3. AI Industry Trends
Topic 6: Introduction to Huawei AI Platforms14%- Huawei AI Ecosystem
  • 1. CANN
  • 2. Huawei Cloud AI Services
  • 3. ModelArts
  • 4. Ascend AI Processors
  • 5. Atlas Products

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