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Course Syllabus
Smart Energy Analytics using IoT and Power BI
Introduction to Smart Energy Analytics using IoT and Power BI
Introduction to Smart Home Energy Analytics using Power BI
Course Requirements
Introduction to ESP32
Introduction to ESP32 Board
ESP32 Power Requirements
ESP32 Board Pinout
Programming ESP32 and form factor
Programming ESP32 using Arduino Software
Installing Arduino Software (IDE)
Installing ESP32 Boards in Arduino IDE
Blinking an LED
LED Blinking Code
Energy Monitoring using ESP32 and PZEM-004T sensor
Understanding PZEM-004T AC Energy Meter Sensor
Interfacing PZEM004T sensor with ESP32
Installing PZEM-004T AC Energy Meter Sensor Library in Arduino
Reading Energy Consumption Data
Code: Reading Energy Sensor Data
Sending Energy Data to Thingspeak Cloud
IoT using Thingspeak Platform Overview
Creating Account in Thingspeak
Thingspeak (HTTP) REST API
Creating Thingspeak Channels
Sending Energy Consumption Data to Thingspeak Cloud
Code: Sending Energy Consumption Data to Thingspeak Cloud
Power BI Desktop Fundamentals
Power BI Desktop Installation
Overview of Power BI Desktop
Understanding various Visualizatizations
Overview of power query tool for data cleaning and transformation
Connecting Power BI to the ThingSpeak Cloud
Connecting Power BI to ThingSpeak
Smart Home Energy Analysis Dashboard
Cleaning and transforming the energy data
Energy Usage Analysis Dashboard
Energy Analysis Dashboard Design - Part1
Energy Analysis Dashboard Design - Part 2
Energy Data Analysis and Insights
Energy Usage Analysis Power Bi File
DAX expressions for creating new metrics in Power BI