Data Analytics in IOT (IO 601)-CSE-IOT/IOT (VI-Semester) | RGPV
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Syllabus
- Syllabus - Data Analytics in IOT (IO 601)
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UNIT I - Introducing IoT Analytics
- Introduction to IoT Analytics
- Understanding Big Data
- Types of Data Sources
- Challenges of IoT Analytics
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UNIT II - IoT, Cloud and Big Data Integration for IoT Analytics
- Cloud-based IoT Platform
- Requirements of IoT Big Data Analytics Platform
- Characteristics of IoT Generated Data
- Data Collection Using Low-power, Long-range Radios
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UNIT III - Searching the Internet of Things
- A Search Architecture for Social and Physical Sensors
- Using Sensor Metadata Streams to Identify Topics of Local Events in the City
- Development Tools for IoT Analytics Applications
- IoT Analytics as a Service
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UNIT IV - Data Science for IoT Analytics
- Machine Learning
- Strategies to organize data for Analytics
- The Economics of IoT Analytics
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UNIT V - IoT Analytics Applications and Case Studies
- Data Analytics in Smart Buildings
- Internet-of-Things Analytics for Smart Cities
- Ethical IoT