Huawei : H13-731 Questions & Answers
Updated: Sep 03, 2026
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Huawei H13-731 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Classification Algorithms | 15% | - Model evaluation and metrics - SVM, Naive Bayes, KNN - Decision Tree, Random Forest |
| Clustering Algorithms | 12% | - K-Means, DBSCAN, Hierarchical clustering - Clustering validation techniques |
| Data Preprocessing | 13% | - Data cleaning, integration, transformation - Handling missing values and outliers - Feature selection and dimensionality reduction |
| Big Data Analysis & Optimization | 10% | - Performance tuning and optimization - End-to-end mining project design - Spark SQL, Spark MLlib |
| Big Data Architecture & Governance | 12% | - Spark framework and components - Data governance, security and quality - Hadoop ecosystem architecture - Huawei FusionInsight platform |
| Machine Learning & Deep Learning | 15% | - Huawei ModelArts and MindSpore - Distributed machine learning - Neural Networks basics |
| Introduction to Data Mining | 5% | - CRISP-DM framework - Big Data and Data Mining integration - Data Mining concepts and process |
| Regression & Predictive Modeling | 10% | - Linear and Logistic Regression - Model tuning and regularization |
| Association Rule Mining | 8% | - Apriori, FP-Growth algorithms - Rule evaluation and application |
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