Chase your Dreams

Who should Attend

• Those who hope to become AI engineers
• Those who hope to obtain an HCIA-AI certificate
• Those who hope to know how to use, manage, and maintain Huawei AI products and AI cloud services

Prerequisities

• Be familiar with basic operations on Linux operating systems
• Possess the basic knowledge of advanced mathematics, and have studied the pre-curriculum of Mathematics
• Familiar with python language, have studied the pre-course of “Python Basics”

Duration

5 Days

Course Outline

• AI Overview (1) AI Overview (2) Technical Fields and Application Fields of AI (3) Huawei’s AI Development Strategy (4) AI Disputes (5) Future Prospects of AI
• Machine Learning Overview (1) Machine Learning Definition (2) Machine Learning Types (3) Machine Learning Process (4) Other Key Machine Learning Methods (5) Common Machine Learning Algorithms (6) Case Study
• Deep Learning Overview (1) Deep Learning Summary (2) Training Rules (3) Activation Function (4) Regularization (5) Optimizer (6) Types of Neural Network (7) Common Problems
• Mainstream Development Frameworks for AI (1) Mainstream Development Frameworks (2) TensorFlow 2 x Basics (3) Common Modules of TensorFlow 2 x (4) Basic Steps of Deep Learning Development
• Huawei AI Development Framework MindSpore (1) MindSpore Development Framework (2) MindSpore Development and Application
• Huawei AI Computing Platform Atlas (1) Overview of AI Chips (2) Hardware Architecture of Ascend Chips (3) Software Architecture of Ascend Chips (4) Huawei Atlas AI Computing Platform (5) Industry Applications of Atlas
• Huawei Open AI Platform for Smart Devices (1) AI Industry Ecosystem (2) Huawei HiAI Platform (3) Developing Apps Based on Huawei HiAI Platform
• Huawei CLOUD Enterprise Intelligence Application Platform (1) Overview of Huawei CLOUD EI (2) ModelArts (3) Huawei CLOUD EI Solutions