Course on Internet of Things and Machine Learning Applications at IIT Kharagpur [Jun 15-19]: Register by May 20
IIT Kharagpur is organising a Course on Internet of Things and Machine Learning Applications on 15-19 June 2020 The advent of IoT has revolutionized connectivity for modern man. IoT has found its major applications in different sectors of industries and other domains such as healthcare and agriculture. The increasing adoption of IoT has resulted in a need for advanced data analysis and prediction techniques which are capable of supporting big data.
With the emergence of machine learning, an application of Artificial Intelligence (AI), it is now possible to perform big data analysis and learn from those data rather than programming it explicitly. Therefore, by implementing machine learning algorithms on the information gathered from the IoT devices, it is possible to analyze and predict results accordingly.
The objective of this course is to help the academicians and the student community to improve their knowledge about the various cutting-edge technologies in the field IoT and machine learning applications. It would help them gain insights about the current trends of machine learning and AI techniques used in IoT to orient towards the present industrial scenario.
This course involves theoretical basics of IoT and machine learning, machine learning requirements in IoT, and combined hands-on experimentation.
- Introduction to Internet of Things,
- Basic Concepts
- Networking and Communication Protocols
- Machine to Machine Communication and interoperability
- Emergence of Edge Technologies: Fog Computing
- SDN in IoT
- IoT Case Studies
- Introduction to Industrial Internet of Things
- Demonstration sessions for different IoT projects
- Introduction to Machine Learning
- Big Data in IoT and its handling using ML
- Neural Networks
- Hands-on Experiments using Arduino and Raspberry Pi
- IoT Data Analytics and Prediction
Who can attend?
Students pursuing B.Tech/ B.E/ MSc, M.Tech, and PhD in any discipline
Last day of Registration is 20 May 2020
- INR 1000/- (refundable) for TEQIP-III Sponsored participants
- For other Students: INR 3000/-
- For Faculties: INR 5000/-
- For Industry: INR 10000/- (+ GST @18% per participant for all)
Prof. Sudip Misra
For more details, click here.
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