Huawei Certified ICT Associate Artificial Intelligence (HCIA-AI)

Программа курса

Обзор ИИ

  • Обзор ИИ
  • Области применения ИИ
  • Стратегия развития искусственного интеллекта Huawei
  • Споры вокруг ИИ
  • Будущие перспективы ИИ

Machine Learning Overview

  • Machine Learning Definition
  • Machine Learning Types
  • Machine Learning Process
  • Other Key Machine Learning Methods
  • Common Machine Learning Algorithms
  • Case Study

Deep Learning Overview

  • Deep Learning Summary
  • Training Rules
  • Activation Function
  • Regularization
  • Optimizer
  • Types of Neural Network
  • Common Problems

Mainstream Development Frameworks for AI

  • Mainstream Development Frameworks
  • TensorFlow 2.x Basics
  • Common Modules of TensorFlow 2.x
  • Basic Steps of Deep Learning Development

Huawei AI Development Framework MindSpore

  • MindSpore Development Framework
  • MindSpore Development and Application

Huawei AI Computing Platform Atlas

  • Overview of AI Chips
  • Hardware Architecture of Ascend Chips
  • Software Architecture of Ascend Chips
  • Huawei Atlas AI Computing Platform
  • Industry Applications of Atlas

Huawei Open AI Platform for Smart Devices

  • AI Industry Ecosystem
  • Huawei HiAI Platform
  • Developing Apps Based on Huawei HiAI Platform

HUAWEI CLOUD Enterprise Intelligence Application Platform

  • Overview of HUAWEI CLOUD EI
  • ModelArts
  • HUAWEI CLOUD EI Solutions