Business overview of why the IoT is so important
Nest, CISCO, and Top Industries Case Studies
Rate of adaptation of IoT in North America and how they are aligning their future business model and operation around IoT
Large-scale application area
Smart House and Smart City
Industrial internet
Smart cars
Usable
Home health care
Generation of business rules for IoT
3-layer Big Data architecture: physics (sensors), communication and data intelligence
IoT Introduction: All About Sensors: Electronics
Basic Function and Architecture of a Sensor: Sensor Body, Sensor Mechanism, Sensor Calibration, Sensor Maintenance, Cost and Price Structure, Legacy and Modern Sensor Network – All Sensor Basics
Sensor Electronics Development: IoT vs. Legacy and Open Source vs. Traditional PCB Design Style
Development of sensor communication protocols: from history to the present day. Legacy protocols like
Modbus, relay, HART to modern Zigbee, Zwave, X10, Bluetooth, ANT, etc.
Business driver for sensor implementation: FDA / EPA regulation, fraud detection / tempering, monitoring, quality control and process management
Different types of calibration techniques (manual, automation, in-field, primary and secondary calibration) and their implication in IoT
Sensor power options: battery, solar, Witricity, Mobile and PoE
Hands-on training with unique silicon and other sensors like temperature, pressure,
vibration, magnetic field, power factor, etc.
Machine learning for smart IoT
Introduction to machine learning
Learning classification techniques
Bayesian Prediction Preparation Training File
Vector machine support
Image and video analytics for IoT
Alert and fraud analytics through IoT
Integration of biometric identification with IoT
Real-time analytics / Flow analytics
IoT and machine learning scalability issues
What are the architectural implementation of machine learning for IoT?
Analytical Engine for IoT
Analytical Insight
Visualization analytics
Structured predictive analytics
Unstructured predictive analytics
Recommendation engine
Pattern detection
Rules / Scenario Discovery – Failure, Fraud, Optimization
Root cause discovery
Security in IoT implementation
Why security is absolutely essential for IoT
Security breach mechanism at the IOT layer
Technologies that improve privacy
Network Security Fundamentals
Encryption and Cryptography Implementation for IoT Data
Security standard for available platform
European legislation for security on the IoT platform
Safe boot
Device authentication
Firewall and IPS
Updates and patches
Database implementation for IoT: cloud-based IoT platforms
SQL vs NoSQL: which one is good for your IoT application
Open source vs. Licensed database
M2M cloud platform available
Axda
Xively
Omega
NovoTech
Ayla
Libellium
CISCO M2M platform
AT&T M2M platform
Google M2M platform
Some common IoT systems
Home automation
Energy optimization at home
Automotive OBD
IoT lockdown
Smart smoke alarm
BAC (blood alcohol control) for drug addicts on probation
Pet Camera for Pet Lovers
Wearable IOT
Mobile parking ticket system
Indoor location tracking in retail store
Home health care
Smart sports watch