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Course Syllabus
IoT Data Analytics using NodeMCU and MATLAB
Introduction to Internet of Things
How IoT Works
Purpose of IoT
IoT Architecture
History of IoT
history
IoT Potential
Getting started with Arduino
Installing Arduino IDE
Arduino Programming, Arduino IDE
Complete components List for reference
NodeMCU (ESP8266) IoT Board
Installing NodeMCU Board in Arduino IDE
Programming NodeMCU Board
Arduino Programming
Blinking LED Project
Source Code (Blinking LED)
Traffic Light System using NodeMCU
Working with Buzzer
Working with RGB Led
Working with Sensors
Analog Sensors
Working Light (LDR) Sensors
Working with LM35 Temperature Sensor
Working with Push Button
Measuring Temperature and Humidity using DHT11 sensor
Wireless Communication Technologies
Introduction to Communication Protocols
WiFi Communication
Bluetooth Technology
Zigbee Technology
RFID Technology
Cellular Communication
LoRa Communication
NBIoT Technology
Sigfox Technology
TCP IP
IoT Data Monitoring
Thingspeak IoT Cloud Overview
ThingspeakAccount
Thingspeak API
Project: Sending Light Values to Thingspeak Cloud
Source Code (Sending Light Values to Thingspeak)
Project: Sending Temperature and Humidity Values to Thingspeak Cloud
Visualizing Sensor Data in APP
Source Code (Sending Temperature and Humidity Values to Thingspeak)
Introduction to MATLAB
MATLAB Overview
MATLAB Programming
MATLAB Basic Operations
Working with Arrays
Data Visualization using MATLAB
Data Visualization using MATLAB
Sensor Data Visualization using MATLAB
Data Analysis using MATLAB
Statistics using MATLAB
Anamoly Detection
Z Score Analysis
Project: Energy Saving using Anamoly Detection
Machine Learning for IoT using MATLAB
Introduction to Machine Learning for IoT using MATLAB
Smart Applets using IFTTT
Getting started with IFTTT
Weather Data Logging in Google Sheets: IFTTT Applet
Get Disease Outbreak Alerts from WHO: IFTTT Applet