1. HOME
  2. Disclaimer
  3. Required Tools
  4. 1. IoT Introduction
    1. 1.1. Introduction
    2. 1.2. IoT Use Cases
    3. 1.3. JOBS
    4. 1.4. Computing Types
    5. 1.5. Evolution of IOT
    6. 1.6. Protocols
    7. 1.7. IOT Stack Overview
    8. 1.8. Lower Stack
    9. 1.9. Upper Stack
    10. 1.10. Puzzle
  5. 2. Data Processing
    1. 2.1. Application Layer
      1. 2.1.1. MQTT
      2. 2.1.2. JSON
      3. 2.1.3. CBOR
      4. 2.1.4. XML
      5. 2.1.5. TCP-UDP
      6. 2.1.6. MessagePack
      7. 2.1.7. Protocol Buffers
      8. 2.1.8. HTTP & REST API
        1. 2.1.8.1. Statefulness
        2. 2.1.8.2. Statelessness
        3. 2.1.8.3. REST API
      9. 2.1.9. CoAP
    2. 2.2. Python Environment
      1. 2.2.1. Concurrent & Parallel
      2. 2.2.2. Code Quality & Safety
      3. 2.2.3. Error Handling
      4. 2.2.4. Faker
      5. 2.2.5. Logging
    3. 2.3. Containers
      1. 2.3.1. VMs or Containers
      2. 2.3.2. Podman-Docker
      3. 2.3.3. How Container helps
      4. 2.3.4. Container Examples
    4. 2.4. Time Series Databases
      1. 2.4.1. InfluxDB
    5. 2.5. Data Visualization libraries
      1. 2.5.1. Grafana
  6. 3. Machine Learning with IoT
    1. 3.1. Predictive Maintenance
    2. 3.2. Anomaly Detection
    3. 3.3. ML with IoT
  7. 4. Security
    1. 4.1. Introduction
    2. 4.2. Application Layer
    3. 4.3. Data Layer
    4. 4.4. Communication Layer
    5. 4.5. Number Systems
    6. 4.6. Encryption
    7. 4.7. IoT Privacy
    8. 4.8. Auditing in IoT
  8. 5. Edge Computing
    1. 5.1. Introduction
    2. 5.2. Duck DB
    3. 5.3. IFTTT
  9. 6. IoT Cloud Computing
    1. 6.1. Introduction
    2. 6.2. Terms to Know
    3. 6.3. Types of Cloud
    4. 6.4. IoT Cloud
    5. 6.5. Pros and Cons
    6. 6.6. High Availability
  10. Good Reads
  11. Notebooks vs IDE
  12. Assignments
  13. Answers
  14. Tags

Adv - IoT Upper Stack

[Avg. reading time: 0 minutes]

Machine Learning with IoT

  1. Predictive Maintenance
  2. Anomaly Detection
  3. ML with IoT
Ver 6.0.5