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NIT Warangal FDP in Data Science and its Applications
The E & ICT Academy at NIT Warangal in collaboration with the Department of Computer Science and Engineering at NIT Raipur is offering a transformative Online Faculty Development Program (FDP) on Data Science and its Applications for only rs.1000. The program is sponsored by the Ministry of Electronics and Information Technology (MeitY). It aims to equip educators and industry professionals with advanced knowledge and skills that are essential to navigate in a data-driven age.
The FDP program offers a comprehensive curriculum designed to provide deep learning in the realms of Data Science. The curriculum of the program ranges from foundational concepts to advanced techniques.
Some major course contents covered by the program are
- Introduction to Data Science
- Purpose and Components of Python in Data Science
- Mathematical Computing with Python
- Scientific Computing with Python
- Data Manipulation with Pandas
- Prediction using Scikit-Learn
- Random Variables and Distributions
- Exploratory Data Analysis
- Quantitative and Graphical Techniques
- Feature Generation and Feature Selection
- Clustering Techniques
- Nearest Neighbors Algorithm
- Data Visualization
- Statistical Foundations for Data Science
- Statistical Testing
- Regression
- Hypothesis Testing
- PCA and SVD
- Data Wrangling
- Predictive Analytics
- Ethical Issues: Privacy and Security
- Next Generation Data Scientists
- Recommender Systems
- Case Studies on Data Science
What are the eligibility criteria?
The program is open to faculty members from engineering colleges, MCA institutions, and other related disciplines across India. The program welcomes participants from industry professionals working in relevant fields.
What is the selection process?
Participants will be selected on a first-come-first-serve basis, with a maximum capacity of 100 individuals. Successful candidates will receive notification via email. In the event of non-selection, refunds for DD/online payments will be processed.
Upon course completion, participants will receive certificates of achievement. Selections adhere to Government of India reservation norms.
How to apply?
Participants need to register themselves online through the link provided in the official notification.
Important Dates
- Last date for submission of application: 12th June 2024
- Release of selection list by E-mail: 13th June 2024
- Duration: The program is scheduled from 15th June to 26th June 2024