Data Science for All
Principal Coordinator :
Prof. Atul Gupta |
22 March 2022 to 1 April 2022 | |||
List of Speakers : | ||||
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Last Date of Registration: Mar 18, 2022
Course contents:
- 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
- Scikit, Keras and TensorFlow: Practice on ML topics
- Machine Learning basics: Regression, Classification – Decision Trees, Naïve Bayesian Classifier, Clustering, Handling Large Datasets: Map Reduce
- R for Data Science: Data Wrangling,Data
- Visualization, Programming
- Python for Data Science: Normal Python
- NumPy, Pandas, Matplotlib
- Deep Learning
Programme Features:
- Instructor led online sessions and rigorous hands-on sessions.
- Opportunities to connect with experts from academia, industry and government
- Certificate of completion on successful completion of the course with full access to the course material.
Course Fee Details:
Academic (student/faculty): 500 INR
Industry People : 1000 INR
Others : 1000 INR
Foreign Candidates Registration Fee-
SAARC/African countries candidates fee
Faculty/PhD-Scholars/students - Rs. 500/-
Others - Rs. 1000/-
For US & rest of the countries
Fee - $ 60 or £ 50
Online payment details:-
Beneficiary Name : EICTAcademy
Bank Name: INDIAN BANK
A/C No. : 50302042708
IFSC Code: IDIB000M694
Branch: Mehgawan, IIITDM Branch
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
Business Manager,
Electronics and ICT Academy
PDPM Indian Institute of Information Technology,
Design and Manufacturing, Jabalpur,
Dumna Airport Road, Jabalpur 482005
Phone:+91-8458849734 ;
0761-2794255
Email: academy@iiitdmj.ac.in
Email: academyjbp@gmail.com
Website: ict.iiitdmj.ac.in