Data Science for All
Principal Coordinator:
Joint- Principal Coordinators :
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12 Apr – 23 Apr 2021
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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
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
Registration Fee : (Registration fee to be paid to - EICT Academy, Account No. 50302042708, INDIAN BANK, Mehgawan, IIITDM Branch, IFSC Code: IDIB000M694 by NET BANKING/NEFT)
Rs 500/- for academia ( students /faculty/unemployed fresh graduate )
Rs 1000/- for others
Core Team Members, E&ICT Academy:
Prof Aparajita Ojha
Email: aojha@iiitdmj.ac.in
Prof. Vijay Kumar Gupta
Email: vkgupta@iiitdmj.ac.in
Prof. P.N. Kondekar
Email: pnkondekar@iiitdmj.ac.in
Dr. Atul Gupta
Email: atul@iiitdmj.ac.in
Dr. Prashant Kumar Jain
Email: pkjain@iiitdmj.ac.in
Website: ict.iiitdmj.ac.in
Contact us :
Ritu Bhatnagar : +91-8458849734
Business Manager,
Electronics and ICT Academy
PDPM Indian Institute of Information Technology,
Design and Manufacturing, Jabalpur,
Dumna Airport Road, Jabalpur 482005
Email: ritu.bhatnagar@iiitdmj.ac.in
Website: ict.iiitdmj.ac.in