Course Outline
Session 1 — Business Overview of Why IoT is Important for Government
- Case Studies from Nest, CISCO, and Top Industries
- IoT Adoption Rate in North America and How Agencies Are Aligning Their Future Operations Around IoT
- Broad Application Areas for Government
- Smart Buildings and Smart Cities
- Industrial Internet of Things (IIoT)
- Connected Vehicles
- Wearable Technology
- Home Healthcare Solutions for Veterans and Seniors
- Business Rule Generation for IoT in Public Sector Applications
- Three-Layered Architecture of Big Data — Physical (Sensors), Communication, and Data Intelligence
Session 2 — Introduction to IoT: All About Sensors – Electronics for Government Use
- Basic Function and Architecture of a Sensor — Sensor Body, Mechanism, Calibration, Maintenance, Cost Structure, Legacy and Modern Sensor Networks
- Development of Sensor Electronics — IoT vs. Legacy Systems, Open Source vs. Traditional PCB Design
- Evolution of Sensor Communication Protocols — From Legacy (Modbus, Relay, HART) to Modern (Zigbee, Zwave, X10, Bluetooth, ANT)
- Business Drivers for Sensor Deployment in Government — FDA/EPA Regulations, Fraud Detection, Supervision, Quality Control, and Process Management
- Different Calibration Techniques — Manual, Automated, In-Field, Primary, and Secondary Calibration and Their Implications in IoT
- Powering Options for Sensors — Battery, Solar, Wireless Power (Witricity), Mobile, and Power over Ethernet (PoE)
- Hands-On Training with Single Silicon and Other Sensors (Temperature, Pressure, Vibration, Magnetic Field, Power Factor, etc.)
Demo : Logging Data from a Temperature Sensor in a Government Setting
Session 3 — Fundamentals of M2M Communication for Government: Sensor Networks and Wireless Protocols
- What is a Sensor Network? What is an Ad-Hoc Network?
- Wireless vs. Wireline Networks for Government Applications
- WiFi (802.11 Families): N to S — Application of Standards and Common Vendors in Public Sector
- Zigbee and Zwave — Advantages of Low-Power Mesh Networking, Long-Distance Zigbee, Introduction to Different Zigbee Chips
- Bluetooth/BLE: Low Power vs. High Power, Speed of Detection, Class of BLE, Introduction to Bluetooth Vendors and Their Reviews for Government Use
- Creating Networks with Wireless Protocols Such as Piconet by BLE
- Protocol Stacks and Packet Structure for BLE and Zigbee in Government Applications
- Other Long-Distance RF Communication Links for Public Sector Use
- Line of Sight (LOS) vs. Non-Line of Sight (NLOS) Links
- Capacity and Throughput Calculation for Government Networks
- Application Issues in Wireless Protocols — Power Consumption, Reliability, Packet Error Rate (PER), Quality of Service (QoS), LOS
- Sensor Networks for Wide Area Network (WAN) Deployment Using Low-Power Wide-Area Network (LPWAN). Comparison of Various Emerging Protocols Such as LoRaWAN, NB-IoT, etc.
- Hands-On Training with Sensor Networks in Government Settings
Demo : Device Control Using BLE for Government Applications
Session 4 — Review of Electronics Platforms, Production, and Cost Projections for Government Use
- PCB vs. FPGA vs. ASIC Design — How to Make Decisions for Government Projects
- Prototyping Electronics vs. Production Electronics in Public Sector Applications
- QA Certificates for IoT — CE/CSA/UL/IEC/RoHS/IP65: What Are These and When Are They Needed?
- Basic Introduction to Multi-Layer PCB Design and Its Workflow for Government Use
- Electronics Reliability — Basic Concepts of FIT (Failures in Time) and Early Mortality Rate
- Environmental and Reliability Testing — Basic Concepts for Government Applications
- Open Source Platforms for Government Use: Arduino, Raspberry Pi, Beaglebone — When to Use Them?
Session 5 — Conceiving a New IoT Product for Government: Product Requirement Document (PRD) for IoT
- State of the Present Art and Review of Existing Technology in the Market Place for Government Applications
- Suggestions for New Features and Technologies Based on Market Analysis and Patent Issues for Government Use
- Detailed Technical Specs for New Products — System, Software, Hardware, Mechanical, Installation, etc.
- Packaging and Documentation Requirements for Government Projects
- Servicing and Customer Support Requirements for Government Applications
- High-Level Design (HLD) for Understanding the Product Concept in a Government Context
- Release Plan for Phase-Wise Introduction of New Features for Government Use
- Skill Set for the Development Team and Proposed Project Plan — Cost and Duration for Government Projects
- Target Manufacturing Price for Government Applications
Session 6 — Introduction to Mobile App Platforms for IoT in Government
- Protocol Stack of Mobile Apps for IoT in Public Sector Use
- Mobile to Server Integration — Factors to Consider for Government Applications
- Intelligent Layers That Can Be Introduced at the Mobile App Level for Government Use
- iBeacon in iOS for Government Applications
- Windows Azure for Government IoT Projects
- Amazon AWS-IoT for Government Use
- Web Interfaces for Mobile Apps (REST/WebSockets) in Government Applications
- IoT Application Layer Protocols (MQTT/CoAP) for Government Use
- Security for IoT Middleware — Keys, Tokens, and Random Password Generation for Authentication of Gateway Devices in Government Networks
Demo : Mobile App for Tracking IoT-Enabled Trash Cans in a Government Setting
Session 7 — Machine Learning for Intelligent IoT in Government
- Introduction to Machine Learning for Government Applications
- Learning Classification Techniques for Government Use
- Bayesian Prediction — Preparing Training Files for Government Projects
- Support Vector Machine (SVM) for Government Applications
- Image and Video Analytics for IoT in Government Settings
- Fraud and Alert Analytics Through IoT for Government Use
- Biometric ID Integration with IoT for Government Applications
- Real-Time Analytics/Stream Analytics for Government Projects
- Scalability Issues of IoT and Machine Learning in Government Contexts
- Arcitectural Implementation of Machine Learning for IoT in Government Settings
Demo : Using KNN Algorithm for Regression Analysis in a Government Setting
Demo : SVM-Based Classification for Image and Video Analysis in a Government Context
Session 8 — Analytic Engine for IoT in Government
- Insight Analytics for Government Applications
- Visualization Analytics for Government Use
- Structured Predictive Analytics for Government Projects
- Unstructured Predictive Analytics for Government Applications
- Recommendation Engines for Government Use
- Pattern Detection in Government Data
- Rule/Scenario Discovery — Failure, Fraud, Optimization for Government Applications
- Root Cause Discovery for Government Projects
Session 9 — Security in IoT Implementation for Government
- Why Security is Absolutely Essential for IoT in Government
- Mechanisms of Security Breach in IoT Layers for Government Networks
- Privacy-Enhancing Technologies for Government Use
- Fundamentals of Network Security for Government Applications
- Encryption and Cryptography Implementation for IoT Data in Government Settings
- Security Standards for Available Platforms in Government Use
- European Legislation for Security in IoT Platforms (Relevance to U.S. Government)
- Secure Booting for Government Devices
- Device Authentication in Government Networks
- Firewalling and Intrusion Prevention Systems (IPS) for Government Applications
- Updates and Patches for Government IoT Systems
Session 10 — Database Implementation for IoT: Cloud-Based IoT Platforms for Government
- SQL vs. NoSQL — Which One Is Good for Your Government IoT Application?
- Open-Source vs. Licensed Databases for Government Use
- Available M2M Cloud Platforms for Government Applications
- Cassandra — Time Series Data for Government Projects
- MongoDB for Government IoT Use
- Omega for Government Applications
- Ayla for Government IoT Projects
- Libellium for Government Use
- CISCO M2M Platform for Government Applications
- AT&T M2M Platform for Government Use
- Google M2M Platform for Government Projects
Session 11 — A Few Common IoT Systems for Government
- Home Automation for Government Facilities
- Energy Optimization in Government Buildings
- Automotive-OBD for Government Fleets
- IoT-Lock for Secure Government Access
- Smart Smoke Alarms for Government Buildings
- BAC (Blood Alcohol Monitoring) for Drug Abusers Under Probation in Government Programs
- Pet Cam for Pet Lovers in Government Facilities
- Wearable IoT for Government Employees
- Mobile Parking Ticketing System for Government Use
- Indoor Location Tracking in Retail Stores for Government Applications
- Home Healthcare Solutions for Veterans and Seniors in Government Programs
- Smart Sports Watch for Government Fitness Programs
Demo : Smart City Application Using IoT for Government
Demo : Retail, Transportation, and Logistics Use Cases for IoT in Government
Session 12 — Big Data for IoT in Government
- The Four V's of Big Data: Volume, Velocity, Variety, and Veracity
- Why Big Data Is Important in IoT for Government Applications
- Big Data vs. Legacy Data in IoT for Government Use
- Hadoop for IoT — When and Why to Use It in Government Projects
- Storage Techniques for Image, Geospatial, and Video Data in Government Applications
- Distributed Database Example: Cassandra for Government IoT Projects
- Parallel Computing Basics for IoT in Government Settings
- Microservices Architecture for Government IoT Applications
Demo : Apache Spark for Government Use
Requirements
Basic knowledge of business operations, devices, electronics systems, and data systems for government.
Basic understanding of software and systems for government.
Basic understanding of statistics at the Excel level for government.
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The training was relevant to my needs and I would be able to apply the lessons learnt to meet my challenging needs