Contact UsGo To NITP SiteGo To Deity
Government Logo

ELECTRONICS AND ICT ACADEMY AT NATIONAL INSTITUTE OF TECHNOLOGY PATNA

Setup Under Scheme of Department of Electronics and Information Technology

Ministry of Communications and IT, Govt. of India

NIT Patna Logo

Data Science for All

BrochureApply Online

Principal Coordinator :

  • Prof. R. B. V. Subramanyam, NIT Warangal

Co-Principal Coordinator :

  • Prof. M. P. Singh, NIT Patna
  • Dr. Atul Gupta, IIITDM Jabalpur
  • Prof. Amey Karkare, IIT Kanpur,
  • Prof. Sanjeev Manhas, IIT Roorkee
  • Dr. Arka Prokash Mazumdar, MNIT Jaipur

Course Fee Details:

Academic (student/faculty): 500 INR

Industry People/ Others: 1000 INR

Foreign Participants: 4000 INR

Payment Details:

Bank Name: Allahabad Bank (Merge to Indian Bank)

Account Name: NIT Patna

Account No.: 50380476798

IFSC Code: IDIB000B810

Resource Persons:

EXPERTS/SPEAKERS - Prof Amey Karkare IITK, 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.

Course contents:

MODULES TOPICS :

  • 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

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

Dr. Bharat Gupta (CI E & ICT Academy, NIT Patna)

Email: bharat@nitp.ac.in

Dr. M.P Singh (CO-CI E & ICT Academy, NIT Patna)

Email: mps@nitp.ac.in

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

Contact us :

Electronics and ICT Academy

National Institute of Technology, Patna

AshokRajpath, Patna 800005

Email: eictapatna@nitp.ac.in

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