CEl342: Data Analytics for IoT syllabus for EIE 2021 regulation (Professional Elective-II)

Data Analytics for IoT detailed syllabus for Electronics & Instrumentation Engineering (EIE) for 2021 regulation curriculum has been taken from the Anna Universities official website and presented for the EIE students. For course code, course name, number of credits for a course and other scheme related information, do visit full semester subjects post given below.

For Electronics & Instrumentation Engineering 5th Sem scheme and its subjects, do visit EIE 5th Sem 2021 regulation scheme. For Professional Elective-II scheme and its subjects refer to EIE Professional Elective-II syllabus scheme. The detailed syllabus of data analytics for iot is as follows.

Course Objectives:

Download the iStudy App for all syllabus and other updates.

Unit I

INTRODUCTION TO TECHNOLOGICAL DEVELOPMENTS
Defining IoT Analytics and Challenges- Defining IoT analytics, IoT analytics challenges, Business value concerns, IoT Devices and Networking Protocols- IoT devices, Networking basics, IoT networking connectivity protocols, Analyzing data, IoT Analytics for the CloudBuilding elastic analytics, Designing for scale, Cloud security and analytics, The AWS, Microsoft Azure, The ThingWorx overview.

Unit II

CLOUD ANALYTICS ENVIRONMENT
The AWS Cloud Formation, The AWS Virtual Private Cloud (VPC), terminate and clean up the Environment, data processing for analytics, big data technology to storage, Apache Spark for data processing, Handling change, Exploring and visualizing data, Techniques to understand data quality Techniques to understand data quality, R and RStudio.

Unit III

Download the iStudy App for all syllabus and other updates.

Unit IV

SOCIETAL IMPACT OF MULTIMEDIA BIG DATA
Multimedia Social Big Data Mining, Process Model, SWOT Analysis, Techniques for Social Big Data Analytics, Advertisement Prediction , MMBD Sharing on Data Analytics Platform , Legal/Regulatory Issues.

Unit V

APPLICATION ENVIRONMENTS
Big Data Computing for IoT Applications-Precision Agriculture, Machine Learning in Improving Learning Environment, Network-Based Applications of Multimedia Big Data Computing, Recent Trends in IoT-Based Analytics and Big Data, Future Directions and Challenges of Internet of Things.

Skill Development Activities

(Group Seminar/Mini Project/Assignment/ 10 Content Preparation / Quiz/ Surprise Test / Solving GATE questions/ etc) 10

1. Skills in Data mining, Data cleaning, Data analysis.
2. Educate in Data and System maintenance.
3. Develop knowledge in Competitive edge, Streaming Analytics, Spatial Analytics, Time
4. Series Analytics, and Prescriptive analysis.

Course Outcomes:

Download the iStudy App for all syllabus and other updates.

Text Books:

1. Andrew Minteer, �Analytics for the Internet of Things (IoT): Intelligent analytics for your intelligent devices�, Packt Publishing, first edition, July 2017.
2. Sudeep Tanwar, Sudhanshu Tyagi, Neeraj Kumar, �Multimedia Big Data Computing for IoT Applications:Concepts, Paradigms and Solutions�, Springer, 2020.

Reference Books:

1. John Soldatos, �Building Blocks for IoT Analytics�, River Publishers Series In Signal, Image and Speech Processing, 2017.
2. Nilanjan Dey, Aboul Ella Hassanien, Chintan Bhatt, Amira S. Ashour, Suresh Chandra Satapathy, �Internet of Things and Big Data Analytics Toward Next-Generation Intelligence�, Springer International Publishing, 2018.
3. Stackowiak, R., Licht, A., Mantha, V., Nagode, L.,� Big Data and The Internet of Things Enterprise Information Architecture for A New Age�, Apress, 2015.

List of Open Source Software/ Learning Website:

1. https://www.udemy.com/course/iot-data-analytics/
2. https://www.cognixia.com/course/iot-analytics/
3. https://www.jigsawacademy.com/iot-analyst-certification/
4. https://www.classcentral.com/course/edx-iot-data-analytics-and-storage-12664
5. https://www.educba.com/iot-analytics/
6. Open source software: Countly, ThingsBoard, ThingSpeak, Apache StreamPipes, WSO2 IoT Server

For detailed syllabus of all the other subjects of Electronics & Instrumentation Engineering 5th Sem, visit EIE 5th Sem subject syllabuses for 2021 regulation.

For all Electronics & Instrumentation Engineering results, visit Anna University EIE all semester results direct link.