COURSE SUMMARY
Course Title: 
Predictive Analytics for Internet of Things
Course Code: 
18CS722
Year Taught: 
2018
Degree: 
Postgraduate (PG)
School: 
School of Engineering
Campus: 
Coimbatore

'Predictive Analytics for Internet of Things' is an elective course offered in M. Tech., in Computer Science and Engineering at School of Engineering, Amrita Vishwa Vidyapeetham.

IoT Analytics- Definition, Challenges, Devices, Connectivity protocols, data messaging protocols- MQTT, HTTP, CoAP, Data Distribution Services (DDS), IoT Data Analytics – Elastics Analytics Concepts, Scaling.

Cloud Analytics and Security, AWS / Azure /ThingWorx. Design of data processing for analytics, application of big data technology to storage, Exploring and visualizing data, solution for industry specific analysis problem.

Unit 3:

Visualization and Dashboard – Designing visual analysis for IoT data- creating dashboard – creating and visualizing alerts – basics of geo-spatial analytics- vector based methods-raster based methods- storage of geo-spatial data-processing of geo spatial data- Anomaly detectionforecasting. case study: pollution reporting problem.

TEXTBOOKS/REFERENCES

  1. Analytics for Internet of Things – Andrew Minteer – Packt Publications Mumbai 2017
  2. Big–Data Analytics for Cloud, IoT and Cognitive Computing Hardcover –by Kai Hwang (Author), Min Chen (Author)