IoT and it's Application
The Internet of Things (IoT) is the network of ordinary objects that are equipped with electronics, software, and sensors and are connected to the internet to share and gather data without requiring human intervention.
In the context of the Internet of Things, "things" refers to anything and everything that is connected to or accessed over the Internet in daily life.
The
AI- and ML-based Internet of Things (IoT) refers to the convergence of intelligent algorithms with connected physical devices to create systems capable of learning, adapting, and making autonomous decisions. These systems go beyond simple data collection; they can analyze vast amounts of real-time data, detect patterns, predict future outcomes, and trigger actions without human intervention.
Responsible | Jagadeswaran R |
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Last Update | 09/08/2025 |
Completion Time | 1 day 6 hours 40 minutes |
Members | 2 |
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Agenda
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UNIT I: Fundamentals of IoT and Sensor SystemsNew
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UNIT II: Sensor Interfacing and Data AcquisitionNew
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UNIT III: Communication on Protocols & IoT NetworkingNew
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UNIT IV: AI for Sensor Data ProcessingNew
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UNIT V: IoT System Development & Capstone Project and Case StudiesNew
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UNIT I: Fundamentals of IoT and Sensor Systems
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IoT Architecture & EcosystemNew
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Types of Sensors (Analog/Digital)New
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Microcontrollers for IoT (Arduino, ESP32)New
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Power sources & safetyNew
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UNIT II: Sensor Interfacing and Data Acquisition
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Introduction to Sensor InterfacingNew
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Temperature and HumidityNew
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GasNew
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Passive Infrared RayNew
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Ultrasonic SensorNew
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Analog to Digital ConvertorNew
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UNIT III: Communication Protocols & IoT Networking
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Serial Vs Parallel CommunicationNew
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Universal Asynchronous Receiver TransmitterNew
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Serial Peripherals InterfaceNew
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Inter Interface CircuitNew
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Wireless protocols: Wi Fi, Bluetooth, ZigbeeNew
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Introduction to MQTT/HTTP protocols IoT data formats (JSON)New
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UNIT IV: AI for Sensor Data Processing
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Basics of AI and MLNew
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Tools: Edge Impulse, TFLite Micro, Model trainingNew
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UNIT V: IoT System Development & Capstone Project and Case Studies
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Design and implementation of and IoTNew
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Use case exploration in agricultureNew
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Use case exploration smart homeNew
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Use case exploration health MonitoringNew
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Project
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Project No: 1 AI-Based Precision Agriculture & Crop Health AnalyticsNew
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Project No: 2 Context-Aware Intelligent Home Control SystemsNew
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Project No: 3 AI-Powered Predictive Maintenance & Process AutomationNew
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Project No: 4 Computer Vision & Sensor Fusion for Intelligent Parking SystemsNew
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Project No: 5 Edge AI for Vital Signs & Health Anomaly DetectionNew
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Project No: 6 AI-Driven Customer Behaviour Analytics & Inventory PredictionNew
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Project No: 7 Sensor-Integrated AI for Air/Water Quality PredictionNew
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Project No: 8 Real-Time AI Monitoring for Cold Chain IntegrityNew
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Project No: 9 AI-Based Leak Detection & Consumption ForecastingNew
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Project No: 10 On-Device AI for Motion & Health Pattern RecognitionNew
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Project No: 11 Adaptive Lighting using AI and Occupancy SensingNew
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Project No; 12 AI-Powered Load Forecasting and Energy OptimizationNew
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Project No: 13 ML-Based Waste Detection and Smart Bin MonitoringNew
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Project No: 14 Real-Time Sensor Analytics & AI for Disaster PredictionNew
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Project No:15 Integrated AI Systems for Energy, Security, and Facility ManagementNew
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Project No: 16 AI-Based Livestock Behaviour & Health TrackingNew
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Project No: 17 ML-Driven Inventory Forecasting & Real-Time TrackingNew
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Project No: 18 AI-Enabled Forest Monitoring & Deforestation DetectionNew
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Project No: 19 Sensor-Driven AI for Infrastructure Stress and Damage AnalysisNew
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Project No: 20 AI-Based Consumption Pattern Analysis & Load BalancingNew
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PowerPoint Presentation - IoT and Its Application
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UNIT 1: Fundamentals of IoT and Sensor SystemsNew
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UNIT - 2 Sensor Interfacing and Data AcquisitionNew
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UNIT- 3 Communication on Protocol & IoT NetworkingNew
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UNIT- 4 AI for Sensor Data ProcessingNew
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UNIT- 5 IoT System Development & Capstone Project and Case StudiesNew
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Assessment
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NM - IoT Assessment``New
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Feedback - IoT and it's Application
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Naan Mudhalvan Feedback link IoT and its ApplicationNew
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