Principal Coordinator :
- Prof. R. B. V. Subramanyam, NIT Warangal
Co-Principal Coordinator :
- Dr. Atul Gupta, IIITDM Jabalpur
Academy Level Coordinator:
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
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. M.P 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
Mr. Ram Gopal (TPO) : 8434305807
National Institute of Technology, Patna
AshokRajpath, Patna 800005
Email: eictapatna@nitp.ac.in
Website: http://old.nitp.ac.in/ict