Data Science for All

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Principal Coordinator : Prof. R. B. V. Subramanyam, NIT Warangal

Co-Principal Coordinator : Dr. Atul Gupta, IIITDM Jabalpur

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Academy Level Coordinator:

Dr. Prabhat Kumar,
Email: prabhat@nitp.ac.in
Contact::8406001700

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Course Fee Details:

Faculty/ PhD Scholar : Rs.500/-(SC/ST = Rs. 250/- )
Others (Except Faculty/PhD-Scholar): Rs. 1000/- (SC/ST = Rs. 500/- )

Payment Details:
Bank Name: Allahabad Bank
Account Name: NIT Patna
Account No.: 50380476798
IFSC Code: ALLA0212286

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Resource Persons:

Experts/Speakers 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.

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Course contents:

S.No.	Module Name	Topics
1	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
2	Data Processing	Dimensionality Reduction, Principal Component Analysis.
3	Machine Learning basics	Regression,Classification – Decision Trees, Naïve Bayesian Classifier, Clustering, Handling Large Datasets: MapReduce
4	R for Data Science	Data Wrangling, Data Visualization, Programming
5	Python for Data Science	Normal Python,NumPy, Pandas, Matplotlib
6	Deep Learning
7	Scikit, Keras and TensorFlow	Practice on ML topics

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Core Team Members, E&ICT Academy, NIT Patna:

Dr. Bharat Gupta( CI E & ICT Academy,NIT Patna)
Email: bharat@nitp.ac.in

Dr. MP Singh ( CI E & ICT Academy,NIT Patna)
Email: mps@nitp.ac.in

Website: http://old.nitp.ac.in/ict/index.php

Contact us :
Mr. Ram Gopal (TPO) : 8434305807
Electronics and ICT Academy
National Institute of Technology, Patna
AshokRajpath, Patna 800005
Email: eictapatna@nitp.ac.in
Website: http://old.nitp.ac.in/ict