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Last Updated: Aug 09, 2026

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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

The following will be discussed in HUAWEI H13-311 exam dumps:

  • Normal Machine Learning Algorithms
  • Learning Algorithms
  • Sorts of Neural Networks
  • Boundary Estimation
  • Outline of Deep Learning
  • Enhancer
  • Definition and Development of Neural Networks
  • Propaedeutics of Deep Learning
  • Bayes Estimation
  • Most extreme Likelihood Estimation
  • Hyperparameter and Validation Set
  • Regularization in Deep Learning
  • Enactment Functions
  • Uses of Deep Learning
  • Perceptron and Training Rules

Who should take the Huawei Certified ICT Associate-Artificial Intelligence

Engineers who need to master AI technologies, learn and use deep learning algorithms, and master Huawei AI-related product technologies.

What is the duration, language, and format of Huawei Certified ICT Associate-Artificial Intelligence

  • Length of Examination: 160 minutes
  • Number of Questions: 55
  • Format: Multiple choices, multiple answers
  • Passing score: 80%

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Topics of Huawei Certified ICT Associate-Artificial Intelligence

The following will be discussed in HUAWEI H13-311 practice exam and HUAWEI H13-311 practice exams:

  • Outline of Huawei cloud EI
  • Fundamental science information and pre-information for Deep Learning
  • Outline of computerized reasoning
  • Outline of Deep Learning
  • Outline of TensorFlow, programming nuts and bolts, and techniques for utilizing TensorFlow programming for picture acknowledgment, discourse acknowledgment, and human-machine exchange
  • Python programming nuts and bolts

Huawei H13-311-ENU Exam Syllabus Topics:

SectionObjectives
Topic 1: Deep Learning Fundamentals- Common deep learning models
  • 1. RNN basics for sequence modeling
    • 2. CNN basics for computer vision
      - Neural networks
      • 1. Activation functions and backpropagation
        • 2. Perceptron and multilayer networks
          Topic 2: Machine Learning Basics- Unsupervised learning
          • 1. Clustering algorithms
            • 2. Dimensionality reduction
              - Supervised learning
              • 1. Classification models
                • 2. Regression models
                  Topic 3: AI Development and Huawei AI Ecosystem- Huawei AI platform and tools
                  • 1. MindSpore framework overview
                    • 2. Model training and deployment workflow
                      - Data processing and AI pipeline
                      • 1. Model evaluation and optimization basics
                        • 2. Data preprocessing and feature engineering
                          Topic 4: Artificial Intelligence Fundamentals- AI concepts and basic principles
                          • 1. Definition of AI and key terminology
                            • 2. AI application scenarios and industry overview
                              - Mathematics for AI
                              • 1. Linear algebra basics
                                • 2. Probability and statistics fundamentals
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