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Last Updated: Sep 06, 2026

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Huawei H13-311-ENU Exam Overview:

Certification Vendor:Huawei
Exam Name:HCIA-AI (Huawei Certified ICT Associate - Artificial Intelligence)
Exam Number:H13-311-ENU
Available Languages:English, Chinese
Related Certifications:HCIE-AI
HCIP-AI
Exam Format:True/False, Multiple choice, Single choice
Exam Duration:90 minutes
Certificate Validity Period:3 years
Recommended Training:Huawei Talent - HCIA-AI Training Courses
Exam Registration:Huawei Talent Online Certification Portal
Sample Questions:Huawei H13-311-ENU Sample Questions
Exam Way:Online proctored exam or authorized test center (Pearson VUE / Huawei certification system depending on region).
Pre Condition:No strict prerequisite required (basic IT and programming knowledge recommended).
Official Syllabus URL:https://e.huawei.com/en/talent

Huawei H13-311-ENU Exam Syllabus Topics:

SectionObjectives
Topic 1: Machine Learning Basics- Unsupervised learning
  • 1. Dimensionality reduction
    • 2. Clustering algorithms
      - Supervised learning
      • 1. Classification models
        • 2. Regression models
          Topic 2: 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 3: Deep Learning Fundamentals- Neural networks
                  • 1. Activation functions and backpropagation
                    • 2. Perceptron and multilayer networks
                      - Common deep learning models
                      • 1. CNN basics for computer vision
                        • 2. RNN basics for sequence modeling
                          Topic 4: Artificial Intelligence Fundamentals- Mathematics for AI
                          • 1. Probability and statistics fundamentals
                            • 2. Linear algebra basics
                              - AI concepts and basic principles
                              • 1. AI application scenarios and industry overview
                                • 2. Definition of AI and key terminology

                                  Common Questions About the Huawei HCIA-AI (Huawei Certified ICT Associate-Artificial Intelligence) Exam

                                  The Huawei H13-311-ENU exam, officially titled HCIA-AI (Huawei Certified ICT Associate-Artificial Intelligence), is the required test for earning the Huawei Certified ICT Associate - Artificial Intelligence (HCIA-AI) certification, a credential at the Associate level. Passing it validates the skills Huawei expects from certified professionals, and it can also support progress toward related credentials such as HCIP-AI, HCIE-AI.

                                  Huawei asks candidates to meet the following requirement before registering: No strict prerequisite required (basic IT and programming knowledge recommended).. Exam policies do change, so confirm the latest details on the official exam page at https://e.huawei.com/en/talent before you book.

                                  You can book your seat through the official registration channels below:

                                  The H13-311-ENU exam is delivered in the following format: Online proctored exam or authorized test center (Pearson VUE / Huawei certification system depending on region)..

                                  Huawei recommends the following official training for this exam:

                                  A course builds the theory; practice turns it into exam-day performance. Once you finish a class, the 175 practice questions from Actualtests4sure show you how the same knowledge appears in exam-style items.

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                                  The Huawei HCIA-AI (Huawei Certified ICT Associate-Artificial Intelligence) exam is organized into 4 major domains. Some of the key domains include:

                                  • Deep Learning Fundamentals
                                  • Artificial Intelligence Fundamentals
                                  • AI Development and Huawei AI Ecosystem

                                  Scroll up to the Exam Topics section for the complete breakdown, and use it to plan how much study time each domain deserves.

                                  Huawei HCIA-AI (Huawei Certified ICT Associate-Artificial Intelligence) Sample Questions:

                                  Question #1

                                  The continue statement in the Python language is used to jump out of this loop and then continue to execute the next round of statements.

                                  • A. True
                                  • B. False
                                  Answer: A
                                  Question #2

                                  What are the scenarios or industries that are suitable for using Python? (Multiple Choice)

                                  • A. Game development
                                  • B. Hardware development
                                  • C. Artificial intelligence
                                  • D. web development
                                  Answer: A,C,D
                                  Question #3

                                  Which of the following options is not the session mode used by TensorFlow?

                                  • A. Through the Python context manager
                                  • B. Explicitly call the session to close function
                                  • C. Explicitly call the session to generate function
                                  • D. Multiple POST queries
                                  Answer: D
                                  Question #4

                                  The determinant of square matrix A is a scalar.

                                  • A. True
                                  • B. False
                                  Answer: A
                                  Question #5

                                  Which of the following statement about the matrix is incorrect?

                                  • A. The transpose of the symmetric matrix A is also A itself.
                                  • B. There is no inverse matrix for the diagonal matrix.
                                  • C. The arbitrary matrix is multiplied by the unit matrix and will not change.
                                  • D. The transpose of the orthogonal matrix A is equal to the inverse of A.
                                  Answer: B

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