Artificial Intelligence Track

 Huawei AI Certification Training

HCIA-AI Training

Training Path             

Target Audience

• 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

Prerequisites

• 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"

Objectives

On completion of this program, the participants will be able to:

• Understand the overview of AI.
• To solve the tasks of different types, understand the whole process from data acquisition and processing, model building to result output and evaluation
• Basic understanding of TensorFlow 2.1.0, Pytorch framework, can realize simple application
• Basic understanding of TensorFlow 2.1.0, Pytorch, MindSpore framework, can realize simple application
• Basic understanding of MindSpore framework, can realize simple application
• Understand HUAWEI Ascend series products
• Master the basic functions of the Atlas development board
• Understand HUAWEI HiAI
• Understand HUAWEI EI

Training Contents

AI Overview

• AI Overview
• Technical Fields and Application Fields of AI
• Huawei's AI Development Strategy
•  AI Disputes
•  Future Prospects of AI

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 Framewor
• 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

Duration

5 working days