HCIA-AI V3.0 Course

سرفصل های دوره

1. AI Overview

01 AI Overview.pdf

1.1 AI Overview 1.1 AI Overview EBG2020CCHW1100087 Coursewar

1.2 Technical Fields and Application Fields of AI 1.2 Techni

1.3 Huawei's AI Development Strategy 1.3 Huawei's AI Develop

1.4 AI Disputes 1.4 AI Disputes EBG2020CCHW1100087 Coursewar

1.5 Future Prospects of AI 1.5 Future Prospects of AI EBG202

2. Machine Learning Overview

02 Machine Learning Experiment Guide.pdf

02 Machine Learning Overview.pdf

2.1 Machine Learning Definition 2.1 Machine Learning Definit

2.2 Machine Learning Types 2.2 Machine Learning Types EBG202

2.3.1 Machine Learning Process (1) 2.3 Machine Learning Proc

2.3.2 Machine Learning Process (2) 2.3 Machine Learning Proc

2.4 Other Key Machine Learning Methods 2.4 Other Key Machine

2.5 Common Machine Learning Algorithms 2.5 Common Machine Le

2.6 Case study 2.6 Case study EBG2020CCHW1100087 Courseware

3. Deep Learning Overview

03 Deep Learning Overview.pdf

3.1 Deep Learning Summary 3.1 Deep Learning Summary EBG2020C

3.2 Training Rules 3.2 Training Rules EBG2020CCHW1100087 Cou

3.3 Activation Function 3.3 Activation Function EBG2020CCHW1

3.4 Normalizer 3.4 Normalizer EBG2020CCHW1100087 Courseware

3.5 Optimizer 3.5 Optimizer EBG2020CCHW1100087 Courseware Hu

3.6 Types of Neural Networks 3.6 Types of Neural Networks EB

3.7 Common Problems 3.7 Common Problems EBG2020CCHW1100087 C

4. Mainstream Development Frameworks in the Industry

04 Mainstream Development Frameworks and Deep Learning Experiment Guide.pdf

04 Mainstream Development Frameworks in the Industry.pdf

4.1 Mainstream Development Frameworks 4.1 Mainstream Develop

4.2 TensorFlow 2.x Basics 4.2 TensorFlow 2.x Basics EBG2020C

4.3 Common Modules of TensorFlow 2.x 4.3 Common Modules of T

4.4 Basic Steps of Deep Learning Development 4.4 Basic Steps

5. Huawei MindSpore AI Development Framework

05 Huawei MindSpore AI Development Framework.pdf

5.1 Development Framework 5.1 Development Framework EBG2020C

5.2 Development and Application 5.2 Development and Applicat

6. Atlas AI Computing Platform

06 Atlas AI Computing Platform.pdf

6.1 Overview of AI Chips 6.1 Overview of AI Chips EBG2020CCH

6.2 Hardware Architecture of Ascend Chips 6.2 Hardware Archi

6.3 Software Architecture of Ascend Chips 6.3 Software Archi

6.4 Huawei Atlas AI Computing Platform 6.4 Huawei Atlas AI C

6.5 Industry Applications of Atlas 6.5 Industry Applications

7. Huawei Open AI Platform for Smart Devices

07 Huawei Open AI Platform for Smart Devices.pdf

7.1 AI Industry Ecosystem 7.1 AI Industry Ecosystem EBG2020C

7.2 Huawei HiAI Platform 7.2 Huawei HiAI Platform EBG2020CCH

7.3 Developing Apps Based on Huawei HiAI Platform 7.3 Develo

8. HUAWEI CLOUD Enterprise Intelligence Application Platform

08 HUAWEI CLOUD Enterprise Intelligence Application Platform.pdf

08 ModelArts Experiment Guide.pdf

8.1 Overview of HUAWEI CLOUD EI 8.1 Overview of HUAWEI CLOUD

8.2 ModelArts 8.2 ModelArts EBG2020CCHW1100087 Courseware Hu

8.3 HUAWEI CLOUD EI Solutions 8.3 HUAWEI CLOUD EI Solutions

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تولید کننده: Huawei