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