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