1. Master the AI development history, the Huawei Ascend AI system, the full-stack all-scenario AI strategy，and algorithms related to traditional machine learning and deep learning. 2. Be able to build, train, and deploy neural networks by using development frameworks TensorFlow and MindSpore. 3. Competent in sales, marketing, product manager, project management, technical support, and other AI positions.
Introduction of HCIA-AI Introduction of HCIA-AI Pre-courses 1. AI Overview Chapter Overview 1.1 AI Overview 1.2 Technical Fields and Application Fields of AI 1.3 Huawei's AI Development Strategy 1.4 AI Disputes 1.5 Future Prospects of AI Quiz 2. Machine Learning Overview Chapter Overview 2.1 Machine Learning Definition 2.2 Machine Learning Types 2.3 Machine Learning Process 2.4 Other Key Machine Learning Methods 2.5 Common Machine Learning Algorithms 2.6 Case study Quiz 3. Deep Learning Overview Chapter Overview 3.1 Deep Learning Summary 3.2 Training Rules 3.3 Activation Function 3.4 Normalizer 3.5 Optimizer 3.6 Types of Neural Networks 3.7 Common Problems Quiz 4. Mainstream Development Frameworks in the Industry Chapter Overview 4.1 Mainstream Development Frameworks 4.2 TensorFlow 2.x Basics 4.3 Common Modules of TensorFlow 2.x 4.4 Basic Steps of Deep Learning Development Quiz 5. Huawei MindSpore AI Development Framework Chapter Overview 5.1 Development Framework 5.2 Development and Application Quiz 6. Atlas AI Computing Platform Chapter Overview 6.1 Overview of AI Chips 6.2 Hardware Architecture of Ascend Chips 6.3 Software Architecture of Ascend Chips 6.4 Huawei Atlas AI Computing Platform 6.5 Industry Applications of Atlas Quiz 7. Huawei Open AI Platform for Smart Devices Chapter Overview 7.1 AI Industry Ecosystem 7.2 Huawei HiAI Platform 7.3 Developing Apps Based on Huawei HiAI Platform Quiz 8. HUAWEI CLOUD Enterprise Intelligence Application Platform Chapter Overview 8.1 Overview of HUAWEI CLOUD EI 8.2 ModelArts 8.3 HUAWEI CLOUD EI Solutions Quiz Final Exam Final Exam Training Materials and Experiment Guide Training Materials Experiment Guide Satisfaction Survey Satisfaction Survey
Deputy Minister of Telecommunications of Dalian University of Technology. Professor, Ph.D. Tutor. The main research directions are artificial intelligence, machine learning, deep learning, swarm intelligence, intelligent systems, etc.