The Petroleum and Mining Engineering Department at Tishk International University (TIU) announces a specialized 9-day training course entitled:
“Turning Data into Knowledge via Empirical Models”
This training course is designed to enhance participants’ skills in data analysis, interpretation, and knowledge extraction, which are increasingly essential competencies in both academic research and professional practice. The course will focus on transforming raw data into meaningful insights using empirical and regression-based modeling approaches.
The program will be delivered by Professor Dr. Tariq H. Karim, who will guide participants through both theoretical foundations and practical applications using widely used analytical tools.
Course Schedule and Venue
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Duration: 9 days
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Dates: From 26 January to 5 February 2026
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Time: Daily from 2:00 PM to 4:00 PM
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Venue: Main Building, Hall 214, Tishk International University
Main Topics Covered
The course will cover a wide range of topics, including:
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Introduction to models and empirical modeling concepts
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Linear and nonlinear regression models
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Overfitting and underfitting of data
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Assumptions of regression analysis and outlier treatment
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Curve fitting and linearization techniques
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Model performance indicators and validation methods
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Advanced regression techniques and multicollinearity
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Applications in engineering, environmental, medical, and social sciences
Participants will also be introduced to commonly used software and tools such as Excel, SPSS, Minitab, Python, R, and other relevant platforms.
Target Participants
This course is open to:
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TIU academic staff
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Administrative staff
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Undergraduate and postgraduate students
from all departments and faculties, encouraging interdisciplinary learning and practical skill development.
Registration
Participation requires prior registration.
