# Example: IoT with MQTT on Node-red

## Key Concept

1.นิสิตได้ทดลองเล่นระบบ IoT โดยใช้ MQTT Protocol บน Hardware จริง

## Content Outlines

lab แบ่งออกเป็น 2 part คือ

#### **Part1: การใช้ Node-red รับข้อมูลและแสดงผลสื่อสารกันผ่าน MQTT Protocol**

[LAB1: แนะนำอุปกรณ์และติดตั้งโปรแกรม](https://github.com/Advance-Innovation-Centre-AIC/EE_Curriculum/tree/main/term2_65_EMB62_IoT/LAB01)

[LAB2: node-red control and display data from NodeMCU via MQTT protocol](https://github.com/Advance-Innovation-Centre-AIC/EE_Curriculum/tree/main/term2_65_EMB62_IoT/LAB02)

[LAB3. node-red save data to CSV file](https://github.com/Advance-Innovation-Centre-AIC/EE_Curriculum/tree/main/term2_65_EMB62_IoT/LAB03)

#### **Part2: ML**

LAB4: การเตรียม Dataset

LAB5: basic ML สำหรับ Industry

LAB6: การแสดงผล Analytics

Update: May 2023

Author: Soontree Jaikhong (AIC-Researcher)

Author: Thanaluk Pranekunakol (AIC-Researcher)


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