Data Science for All

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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


    National Institute of Technology Patna, © 2015 NIT Patna