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Fundamentals of Research Methodology | INVITATION FOR RE-TENDER (IFT No-09/2023-2024) | Eid Vacation | Introduction to Machine Learning with Python | WE MOURN | INVITATION FOR TENDER (IFT No-08/2023-2024) | ''INVITATION FOR TENDER'' (IFT No-07/2023-2024) | MPA Admission Test Result 2023-2024 | Call for Papers BIGM Journal of Policy Analysis
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Course Description


Machine Learning (ML) constitutes a subset of Artificial Intelligence (AI) dedicated to the development of computational frameworks capable of autonomous learning from data. Python, an interpreted, high-level, and versatile programming language, serves as a pivotal tool in this endeavor.
The course aims to impart participants with a comprehensive understanding of essential machine learning principles, encompassing algorithms pertinent to both supervised and unsupervised learning paradigms. Topics covered include data preprocessing methodologies, hyper-parameter optimization techniques, and the evaluation of model efficacy. Emphasis will be placed on leveraging diverse Python packages and libraries to facilitate these learning objectives.

Updated at 02-Apr-2024