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Principal Coordinator :
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Co-Principal Coordinator :
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Co-Principal Coordinator :
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Co-Principal Coordinator :
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Academy Level Coordinator:
Dr. Prabhat Kumar, NITP
Email: prabhat@nitp.ac.in
Contact::8406001700
Course Fee Details:
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 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:
| 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 |
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 :
Electronics and ICT Academy
National Institute of Technology, Patna
AshokRajpath, Patna 800005
Email: eictapatna@nitp.ac.in
Website: http://old.nitp.ac.in/ict
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