MACHINE LEARNING and IoT
08th – 12th Oct, 2018
Objectives:
Machine Learning (ML) and IoT play a significant role in the modern engineering and information processing systems. It is a rapidly growing field.
The Machine Learning is an essential part of pattern recognition, object detection and classification, clustering, data mining and speech recognition etc. In addition, IoT has important significance over machine learning in application of smart city.
The aim of this FDP is to provide an exposure to both basics and recent advances in Machine Learning and IoT to the teaching and research community associated with the departments of Electronics, Electrical, Computer Science, IT, MCA, Bio Medical etc. The trainings will cover pattern recognition and data mining fields specifically.
Topics to be covered:
- Introduction to Machine Learning (ML).
- Introduction of IoT and Application in Smart city.
- WSN application in IoT
- Recent Research Trends in Field of VLSI & Micro-nano Technologies
- ASIC Design Flow.
- Types of classification, supervised and un-supervised learning.
- Statistical pattern recognition techniques-SVM, KNN, Naïve Bayes classifier etc.
- Dimensionality reduction techniques-PCA, LDA etc.
- Deep learning.
- Optimization techniques (PSO, GA, LJ Optimization etc.)
- Applications of ML and Optimization in data mining and pattern recognition.
- Hands-on training on applications of ML algorithms/EDA Tools.
- Magnetic Induction Communication for non-conventional media application.
Speakers:
Expert lectures will be delivered by the Faculty members of the various branches from the institute and from outside NIT Raipur. Hands-on sessions are suitably designed to supplement classroom discussions using suitable software.
Eligibility:
Participation in this FDP is open to the faculty members, engineers, researchers, and other executives working on diverse fields of engineering such as IT, electronics, computer,
electrical, instrumentation, biomedical, biotechnology, mechanical engineering, etc.
Selection:
The seats are limited to 30 candidates. The preference will be given to the participants on first-come, first-served basis. However, faculty participants would get priority over other participants. Intimation regarding selection will be sent to the candidates by email as per the schedule. No TA/DA will be paid to the participants. Boarding/lodging may be provided to few participants in institute hostels, subjected to availability. Lunch, snacks and tea will be provided during the session breaks.
Important Dates:
- Last date of receipt of application: 05.10.2018
- Notification of selection on or before (by Email): on or before: 06.10.2018
Registration is as under:
Rs.1000/-for all people from Academics.
Rs.500/- for SC/ST candidates.
Rs.3000/- for persons from Industry.
Scanned or Hard copy of Application form in the prescribed format must reach the coordinator (Dr R K Chaurasiya) on or before 05th Oct, 2018. Registration includes registration kit, course material, lunch and tea & snacks.
Chief-Patron
Prof. A. M. Rawani
Director, NIT Raipur
Prof. S.G. Deshmukh
Officiating Director PDPM IIITDM Jabalpur, and
Director, ABV-IIITM, Gwalior
Patron:
Prof. (Mrs.) S. Gupta
Dean (R&C), NIT Raipur
Chairman:
Prof. S. Verma
Dean (Acad.), NIT Raipur
Conveners and Coordinators:
Dr. R. K. Chaurasiya, Asst. Prof., NIT Raipur
Dr. A. Naugarhiya, Asst. Prof., NIT Raipur
Prof. P N Kondekar, PDPM IIITDM Jabalpur
Invited Experts:
Mr Prasanth R. (Texas Instruments)
Dr (Prof.) Aparajita Ojha (PDPM IIITDM-J)
Dr Vinay Kumar (VNIT-Nagpur)
Dr P N Knodekar (PDPM IIITDM-J)
Address for Correspondence:
Dr. R. K. Chaurasiya (Asst. Prof.)
(Electronics and Telecommunication)
Email: rkchaurasiya@nitrr.ac.in
Contact No. +91 9165 97 1639
National Institute of Technology, Raipur
Website: www.nitrr.ac.in
About the Institute:
National Institute of Technology Raipur situated in the capital of Chhattisgarh, has proven to be "avant-grade' in the field of science and technology over past few decades in this region. With sweet memory of foundation ceremony by our president Hon'ble Dr. Rajendra Prasad on 14th September 1956, the institute started with two departments namely Metallurgical and Mining Engineering. Later the inauguration of the Institute building was done by our Prime Minister Hon'ble Pt. Jawahar Lal Nehru on 14th March 1963. From 1st December 2005, the institute has become the National Institute of Technology. It is well connected with Mumbai, Delhi and all metro cities by regular flights and is on the main Howrah-Mumbai railway route. The institute is 5 km from the Raipur railways station and 18 km from airport on NH-6, the Great Eastern Road.
About Departments:
The Dept. of Electronics and Telecommunication came into existence in 1985. The department aims be national leaders in imparting quality education, carrying out research and technology development. The department provides an outstanding research environment and offers academic program leading to the award of B. Tech, M Tech and Ph.D. degrees.