IoT Development

Introduction of IoT

• What is IoT?
• How IoT is applied in different domains?
• IoT Development - IoT Security ľ IoT Analytics
• How large is the IoT Market in different domains?
• IoT Technology stack
• Sensors & Actuators
• Hardware Platforms
• IoT Operating System
• Wireless Communication Protocols
• Network communication Protocols
• Cloud, its components and IoT
• Data Streaming in IoT
• Data Store and IoT
• Analytics & Visualization for IoT

IoT Device Design & Management

• Top IoT hardware platform
• Architecture, layout and comparison of different microcontroller
• Sensor, Actuator, Microcontroller

Wireless Networking Technology

• NFC
• RFID
• WIFI
• Z WAVE
• LoRaWAN
• Zigbee
• Cellular
• Bluetooth
• SigFox
• NB-IOT

Wired Communication Protocol

• SPI
• UART
• I2C

Interfacing of different Sensor, Actuator, Wireless Networking Technology with different microcontroller

Introduction of Java Script

• Variable
• Operators
• Ifů.Else
• Switch case
• For Loop
• Loop Control
• Function
• Events
• Cookies

Java Script Object

• Number
• Boolean
• String
• Arrays
• Date
• Math
• RegExp

Raspberry Pi

• Raspberry-pi Architecture
• Working with Raspberry Pi 3 Model
• Industry Use case of Raspberry Pi
• Installing OS and Designing Systems using Raspberry pi
• Configuring Raspberry Pi for VNC Connection
• Getting introduced to Linux OS
• Basic Linux commands and uses
• Interface sensor and Actuator with Raspberry-pi
• Interface relay with raspberry pi
• Interface different sensor like IR sensor/gas sensor
• Interface different sensor like LDR/Soil sensor
• Interface different sensor like Soil sensor with raspberry pi
• Interface PI-Camera with Raspberry
• Program Raspberry pi for click image
• Program Raspberry pi for create video
• Interfacing DC motor with raspberry pi

Networking and Communication Protocol

• IoT Network
• OSI Model
• TCP and UDP
• IP4 and IP6

IoT Transport layer protocol

• Introduction of TCP & UDP
• Difference between TCP/UDP Transport layer protocol.
• Practically testing the TCP v/s UDP by python socket programming.

HTTP IOT Protocol

• Introduction and structure of HTTP protocol
• Application
• Start with HTTP protocol GET/POST Method
• Work on python Flask library design web page
• Control thing from webpage using HTTP protocol

CoAP IoT Protocol

• CoAP Architecture
• Application
• Difference between HTTP and CoAP Protocol

MQTT IOT Protocol

• Introduction to MQTT
• MQTT Subscribe/Publish
• MQTT Broker,QoS,Security
• Application
• MQTT with Raspberry Pi
• Installation of Mosquito MQTT broker
• Publish and Subscriber test on local server broker
• Test with multiple client.
• Getting started with MQTT on Raspberry Pi
• Installing Mosquitto on Raspberry pi
• Making pi a local MQTT broker
• Testing Publish and subscribe model on RPi
• Publishing data from PC
• Android to RPi over a local network
• Controlling Pi GPIOs using iot.eclipse.org MQTT broker
• Publishing live sensor data to io.adafruit.com
• Controlling devices from cloud platform
• Designing the IoT Gateway system
• Gathering data from multiple publishers
• Making Raspberry Pi as a IoT Gateway
• Analyzing sensor data in smartphone over internet
• Analyzing MQTT data packet using Wireshark software.

AMQP Protocol

• Architecture of AMQP Protocol
• Application
• Producer, Consumer, Broker
• Architecture of RabbitMQ
• Message Exchange type
• Installation of message broker
• Asynchronous message communication between publisher and RabbitMQ

WebSocket

• Understand Architecture of WebSocket
• Application
• Implement using python library TORNADO or pywebsocket
• MQTT over webSockets

IoT Platform-Connect, Monitor, Notify

AWS-IoT using MQTT

AWS IoT Setup for Application Development

• Introduction to AWS IoT
• Creating a Thing in AWS IoT
• Downloading SDK and configuring RaspberryPi.
• Preparing the RaspberryPi to connect to AWS IoT
• Downloading Certificates from AWS IoT console
• Installing certificate in RaspberryPi
• Connecting Sensors to RaspberryPi.

Connect to AWS IoT

• Configuring RaspberryPi sketch to connect to AWS IoT through Wi-Fi
• Establishing MQTT Connection
• Publishing Sensor data to AWS IoT Thing Shadow
• Subscribing MQTT Topic and controlling actuator from Thing shadow.
• Send Data from raspberry Pi to AWS IoT
• Run Ultrasonic ranger sketch in RaspberryPi and check
• Updating of data from RaspberryPi to AWS Thing Shadow.

Dynamo DB

• Introduction of dynamo DB
• Create a table and rule for connect with awsIoT
• Store IoT data in dynamo DB

SNS(Simple Notification Service)

• Setup SNS service
• Test SNS service by publish/subscribe
• Create a rule and link with AWS IOT
• Notify through mail when Publisher publish data

Storing data into the Dynamo Database from the AWS IoT control panel

• Introduction to Kinesis Firehose from the AWS IoT panel
• Configuring Kinesis Firehose for data transfer

Using the AWS Data Pipeline to move data from DynamoDB to S3

• Introduction to the AWS Data Pipeline
• Configure and implement the Data Pipeline for data transfer to S3

AWS Quicksight for data analytics and visulizations

• Introduction to AWS Quicksight
• Editing permissions and S3 bucket access
• Creating a proper manifest to import the CSV file from S3
• Cleaning our data with QuickSight functions
• Further cleaning with functions
• Designing a Line Chart with our data

AWS Lambda Functions with IoT

• Introduction to AWS Lambda for IoT
• Creating a Cloudlogger.js function in Lambda

Real time IoT device data monitoring with AWS Kinesis

AWS Greengras

Azure IoT

Azure IoT Hub

Stream Analytics

ML Studio

Power BI

IBM Bluemix

Node-Red

IoT Product & Project Development

• Agile Project Development
• Do's & Don't for IoT Project Development
• Indian IoT Products
• Product Development Lifecycle

IoT Analytics

• Introduction of IoT Analytics
• Machine Learning Technique
• Need of IoT Analytics
• Case Study
• Predictive Analytics- Industry 4.0
• Face recognition technique using IoT Analytics using pi camera and raspberry pi

IoT Security

• Need of IoT Security
• Requirements and Basic Properties
• Main Challenges
• Confidentiality
• Integrity
• Availability
• Non-Repudiation

Cryptology

Cipher

• Symmetric Key Algorithms (AES and DNS)

Attacks

• Dictionary and Brute Force
• Lookup Tables
• Reverse Look Tables
• Rainbow Tables

Hashing

• MD5, SHA256, SHA512, RipeMD, WI
• Objectives of Data Mining
• Key aspects of Data Mining

Attack Surface and Threat Assessment

Embedded Devices

• UART, SPI, I2C, JTAG

Network Attacks

• Active/Passive Attacks
• Eavesdropping
• Identity Spoofing
• Man-In-The-Middle (MITM)

IOT Protocol Built-In Security Features

On Transport Layer

• SSL / TLS and DTLS
• On Application Layer
• MQTT
• CoAP
• XMPP
• AMQP

Security Management

Identity and Access Management

Case Studies and Discussion

Use Cases (IoT Development, IoT Security, IoT Analytics)

• Health Care Sector
• Smart City (Smart parking,lighting,dustbin,trees, using LPWAN Technology)
• Telecommunication
• Energy or Power distribution
• Automobile
• Smart wearable device (Using NFC)
• Agriculture (Smart planting)
• Manufacturing - Industry 4.0(using PLC,SCADA)