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Accommodation

All the selected participants will be provided boarding & lodging in the institute premise on nominal charges (as mentioned in the table). No Travelling allowance will be paid by the Academy.


Data Science for All

Resource Persons:
Prof. DVLN Somayajulu-IIITDMK
Prof RBV Subramnayam NIT-W
Dr Atul Gupta IIITDMJ
Dr T Ramakrishnudu NIT-W
Dr Nagesh Bhattu – NIT AP
Dr Anand Kumar- NIT K Surathkal
Industry speakers

Principal Coordinator :
  • Prof. R. B. V. Subramanyam, NIT Warangal
Principal Co-coordinator :
  • Dr. Atul Gupta, IIITDM Jabalpur

27 Jul – 7 Aug 2020

Schedule

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Academy level Coordinator :
Dr. Kusum Kumari Bharti, IIITDM Jabalpur

Course Fee Details:
Course fee 500/- for (student/faculty), 1000/- for others
50% discount for ST/SC participants

Payment Details:
Name: “IIITDMJ-E&ICT ACADEMY”
Bank Name: Allahabad Bank \Indian Bank
A/C No. : 50302042708
IFSC Code: ALLA0212433
Brach Name: Mehgawan, IIITDM Branch
(Allahabad bank is merged with Indian Bank from April 1, 2020)

Course contents:

  • Mathematical Foundations of Data Sciences: Matrices, Vectors, Vector Spaces, Matrix Decomposition, Singular Value Decomposition, Statistical Measures, Probability basics, density function, variance, conditional probability, Markov Chains
  • Data Processing: Dimensionality Reduction, Principal Component Analysis
  • Machine Learning basics: Regression, Classification – Decision Trees, Naïve Bayesian Classifier, Clustering, Handling Large Datasets: MapReduce
  • R for Data Science: Data Wrangling, Data Visualization, Programming
  • Python for Data Science: Normal Python, NumPy, Pandas, Matplotlib
  • Deep Learning
  • Scikit, Keras and TensorFlow: Practice on ML topics

Prerequisites - familiarity with some programming/programming languages and basic mathematics and statistics
Eligibility - Anybody who is interested
Coding skills - basic coding skills. familiarity with some programming/programming languages

Core Team Members, E&ICT Academy:

Prof Aparajita Ojha
Email: aojha@iiitdmj.ac.in

Prof. Vijay Kumar Gupta
Email: vkgupta@iiitdmj.ac.in

Prof. P.N. Kondekar
Email: pnkondekar@iiitdmj.ac.in

Dr. Atul Gupta
Email: atul@iiitdmj.ac.in

Dr. Prashant Kumar Jain
Email: pkjain@iiitdmj.ac.in

Website: ict.iiitdmj.ac.in



Contact us :
Maj Neha Rawat (Retd) : +9893443284
Business Manager,
Electronics and ICT Academy
PDPM Indian Institute of Information Technology,
Design and Manufacturing, Jabalpur,
Dumna Airport Road, Jabalpur 482005
Email: neharawat@iiitdmj.ac.in
Website: ict.iiitdmj.ac.in