The Department of Computer Science & Engineering, NRI Institute of Technology, Agiripalli, Krishna Dt., Andhra Pradesh, is organizing an AICTE sponsored Short Term Training Programme On Predictive Analytics using Artificial Intelligence (STTP-PAUAI).
The STTP-PAUAI is conducted in through online in three schedules as mentioned below :
| Schedule | Registration Deadline | Date of Selection Intimation |
| 02-07, November 2020 | 28-10-2020 | 30-10-2020 |
| 14-19, December 2020 | 09-12-2020 | 11-12-2020 |
| 04-09, January, 2021 | 29-12- 2020 | 31-12-2020 |
Eligibility
Faculty working in AICTE approved Institutes and having the zeal to do rigorous research in the field of Predictive Analytics using Artificial Intelligence. 10% of the participants from industry and not more than 2 participants from the host institution are permitted to attend the program.
Objectives
The main objective of the short term training programme is :
· To deal with the foundation concepts and recent trends and advancements in Data mining, Statistics, data analytics, machine learning, AI techniques, predictive models using AI tools.
· To provide a common platform for academicians, research scholars and industry participants to develop a sensible knowledge of data analytics, machine learning, and Artificial Intelligence and derive practical solutions leading to predictive analytics.
· To provide hands on sessions using R and Python programming with practical applications.
| FN : 10.30 – 12.30 | AN : 2.00 – 4.00 | |
| Day-1 | Introduction of AI, ML and DL, AI vs ML vs DL Applications of AI | Data Mining concepts, Big data analytics and Applications |
| Day-2 | Introduction to Data science, Data Preprocessing, Overview of Python for Data Science | ML Algorithms, Association Rules, Regression, Case studies using python |
| Day-3 | Supervised Learning Alogorithms, K-NN, SVM, Decision Trees, Case studies using python | Naïve Bayes, Random Forest classification, Boosting methods, case studies using Python |
| Day-4 | Semi-Supervised Algorithms, Reinforced Learning, Multi-class approaches, Transfer Leaning | Introduction to Deep Learning, Case studies using Python |
| Day-5 | Un-supervised Learning Algorithms, K-Means, Clustering, CNN | Demonstration of Un-supervised Learning Algorithms, Case studies with Python |
| Day-6 | Industry Perspective, Chat Bot, Case studies and Future Directions in AI | Industry Perspective, Case studies and Future Directions in AI |
Resource Persons
Resource persons are identified from highly reputed Institutions and Industry across India.
Certification
Joint certificates shall be issued (by AICTE & NRI Institute of Technology, Agiripalli) to those participants who have attended 80% of the sessions and have scored a minimum of 60% marks in the test, conducted towards the end of the program. Seats are allotted purely first come, first serve basis.
Registration link : https://bit.ly/3jMqx1n
· No Registration fee
Timing of the STTP:
· 10.00 AM to 12.00 Noon & 2.00 PM to 4.00 PM
Co-Coordinator : Dr. D Sunitha
Email : hodcse@nriit.edu.in, Mobile : 9948898799
Single Point of Contact (SPOC): Sri P Narendra Babu naren.pamula@gmail.com, Mobile : 9032333307, 9074304143
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