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How to Prepare For Huawei Certified ICT Associate-Artificial Intelligence

Preparation Guide for Huawei Certified ICT Associate-Artificial Intelligence

Introduction for Huawei Certified ICT Associate-Artificial Intelligence

Passing the HCIA-AI V1.0 affirmation will demonstrate that you have dominated the AI advancement history, the Huawei Ascend AI framework, the full-stack all-situation AI strategy,and the calculations identified with customary AI and profound learning. You can fabricate, train, and convey neural organizations by utilizing advancement systems TensorFlow and MindSpore. You are capable for deals, advertising, item supervisor, project the executives, specialized help, and other AI positions. This test manages the forefront AI advances and improvement patterns. The science, Python, TensorFlow, and profound learning hypotheses and advancement rehearses needed by AI. The picture acknowledgment, discourse acknowledgment, and machine interpretation improvement measures.

The HCIA-AI V1.0 test covers: Overview of computerized reasoning, Python programming nuts and bolts, Essential arithmetic information and pre-information for Deep Learning, Overview of Deep Learning, Overview of TensorFlow, programming rudiments, and strategies for utilizing TensorFlow programming for picture acknowledgment, discourse acknowledgment, and human-machine exchange, Overview of Huawei cloud EI.

As a global leading ICT solution provider, Huawei advocates for an open, shared, ICT talent ecosystem that benefits all parties. In 2013, Huawei launched its ICT Academy, a school-enterprise cooperation project that involves higher education institutions, to help build that talent ecosystem. Over the past six years, Huawei has invested heavily in exploring practices with universities and colleges and replicating successful experiences. Huawei has built a talent supply chain covering the entire process of learning, certification, and employment - by deepening the cooperation mechanism between universities and enterprises, aiming to promote industry development, and innovate talent development models based on enterprise requirements. Huawei helps universities cultivate ICT talent that meets industry requirements, providing high-quality talent for industry development.

As digitalization accelerates in various industries, colleges and universities urgently need to reform traditional teaching content and focus more on cutting-edge technologies, ensure that courses keep up with the times, guarantee that teaching materials are related to industry practices, and help students become more employable. To meet these demands, Huawei works with college and university teachers to jointly develop courses based on Huawei's understanding of the industry, technical accumulation, and practices, industry position analysis, and Huawei-certified talent certification standard system, and builds a practical course system that adapts to industry talent requirement.

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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:

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

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Understanding functional and technical aspects of Overview of Deep Learning

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

  • TensorFlow Development Environment Setup
  • Characterizing the TensorFlow Input Node
  • TensorFlow Modules
  • Characterizing the Learning Parameter Variable
  • Repeat and Update Parameters to the Optimal Solution
  • Testing the Model
  • TensorFlow Overview
  • Fundamental Development Steps Using TensorFlow
  • TensorFlow Characteristics
  • Upgrading Functions and Objectives
  • Utilizing the Model
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  • TensorFlow Basics
  • Characterizing the Operation

Understanding functional and technical aspects of Overview of artificial intelligence

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

  • Artificial intelligence Governance
  • Key Planning of AI in the World
  • Advancement of AI Industries
  • Human-Machine Relationship in the Era of AI
  • The Past, Present, and Future of AI
  • Artificial intelligence Society in the Future
  • Equity and Equity in the Era of AI

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Huawei H13-311-ENU Exam Syllabus Topics:

SectionObjectives
Topic 1: 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 2: Machine Learning Basics- Unsupervised learning
          • 1. Clustering algorithms
            • 2. Dimensionality reduction
              - Supervised learning
              • 1. Classification models
                • 2. Regression models
                  Topic 3: 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 4: Artificial Intelligence Fundamentals- Mathematics for AI
                          • 1. Probability and statistics fundamentals
                            • 2. Linear algebra basics
                              - AI concepts and basic principles
                              • 1. Definition of AI and key terminology
                                • 2. AI application scenarios and industry overview

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