1 AIoT Overview – AI and IoT

This course aims to demonstrate how to use and deconstruct the development process of the integration of AI and IoT based on the vending machine. The experiment involved in this course includes development board project construction,
intelligent sales forecast, intelligent O&M management, and intelligent site selection. If you have any questions about this course
1. Interpret the convergence of AI and IoT
1.1 AIoT Overview – AI and IoT
1.2 Embracing Technology and Transformation
1.3 Probing Technologies with Scenario Analysis
1.4 Connected AIoT-HUAWEI CLOUD Solution
2 IoT Terminals：Data Sources
2.1 A Word of IoT Connections Emerges
2.2 Pick the Right Tool for the Job
2.3 Simulating Sales on the Vending Machine
3. HUAWEI CLOUD Platform Setup
3.1 HUAWEI CLOUD Platform Setup Process
3.2 Connecting the IoT Platform to ModelArts
3.3 Configuring an ECS Environment
3.4 Generate and Report Simulation Data
4. AI Predictive Model for Sales Forecast and O&M Feedback
4.1 Data Prepareing
4.2 Data Preprocesing
4.3 Build the Model
4.4 Intelligent O&M Feedback
5. AI-powered Smart Site Selection Lab Guide
5.1 Data-Driven Business
5.2 Clustering Algorithms
5.3 Implementation of Distribution Warehouse Location Selection