Raspberry Pi

  1. Building Internet of Things (IoT) Applications
    1. IoT Architecture and Concepts
      1. IoT System Components
        1. Sensors and Actuators
          1. Edge Computing Devices
            1. Gateways and Communication Hubs
              1. Cloud Services and Analytics
              2. Data Flow and Processing
                1. Data Acquisition Strategies
                  1. Local vs. Cloud Processing
                    1. Real-Time vs. Batch Processing
                      1. Data Storage and Retention
                      2. IoT Security Fundamentals
                        1. Device Authentication
                          1. Data Encryption in Transit and at Rest
                            1. Secure Boot and Firmware Updates
                              1. Privacy and Compliance Considerations
                            2. IoT Communication Protocols
                              1. Message Queuing Telemetry Transport (MQTT)
                                1. MQTT Protocol Overview
                                  1. Publish/Subscribe Architecture
                                    1. Quality of Service Levels
                                      1. Topic Structure and Wildcards
                                        1. MQTT Broker Setup and Configuration
                                          1. Python MQTT Client Implementation
                                            1. Retained Messages and Last Will
                                            2. HTTP and RESTful APIs
                                              1. REST Architecture Principles
                                                1. HTTP Methods and Status Codes
                                                  1. JSON Data Format
                                                    1. API Authentication Methods
                                                      1. Rate Limiting and Error Handling
                                                      2. CoAP (Constrained Application Protocol)
                                                        1. CoAP vs. HTTP Comparison
                                                          1. Resource Discovery
                                                            1. Observe Pattern for Real-Time Updates
                                                            2. WebSocket Communication
                                                              1. Real-Time Bidirectional Communication
                                                                1. WebSocket Server Implementation
                                                                  1. Client-Side JavaScript Integration
                                                                2. Cloud Integration and Services
                                                                  1. Cloud Platform Overview
                                                                    1. Amazon Web Services (AWS) IoT Core
                                                                      1. Google Cloud IoT Core
                                                                        1. Microsoft Azure IoT Hub
                                                                          1. IBM Watson IoT Platform
                                                                          2. Device Registration and Management
                                                                            1. Device Provisioning
                                                                              1. Certificate Management
                                                                                1. Device Shadows and State Management
                                                                                  1. Firmware Over-The-Air Updates
                                                                                  2. Data Analytics and Visualization
                                                                                    1. Time Series Data Storage
                                                                                      1. Real-Time Analytics
                                                                                        1. Dashboard Creation
                                                                                          1. Alert and Notification Systems
                                                                                          2. Edge Computing Integration
                                                                                            1. Local Data Processing
                                                                                              1. Edge AI and Machine Learning
                                                                                                1. Offline Operation Capabilities
                                                                                                  1. Data Synchronization Strategies
                                                                                                2. IoT Project Implementation
                                                                                                  1. Sensor Data Collection
                                                                                                    1. Multi-Sensor Integration
                                                                                                      1. Data Validation and Quality Control
                                                                                                        1. Sampling Rates and Power Management
                                                                                                          1. Local Data Buffering
                                                                                                          2. Remote Control and Automation
                                                                                                            1. Actuator Control via Cloud Commands
                                                                                                              1. Rule-Based Automation
                                                                                                                1. Scheduling and Timer Functions
                                                                                                                  1. Manual Override Capabilities
                                                                                                                  2. Monitoring and Alerting
                                                                                                                    1. Threshold-Based Alerts
                                                                                                                      1. Anomaly Detection
                                                                                                                        1. System Health Monitoring
                                                                                                                          1. Notification Delivery Methods
                                                                                                                          2. Scalability and Reliability
                                                                                                                            1. Load Balancing Strategies
                                                                                                                              1. Fault Tolerance Design
                                                                                                                                1. Data Backup and Recovery
                                                                                                                                  1. Performance Optimization

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                                                                                                                              10. Common Raspberry Pi Projects