Applications of Machine Learning

2019 Research Internship Project

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Faculty Name

Alagan Anpalagan

Project Title

Applications of Machine Learning

Project Description

Machine learning is one of the biggest steps towards making artificial intelligence a reality. In this project, machine learning techniques will be applied to solve learning problems such as making a game and recognizing different types of images and patterns. These techniques can be either based on self-learning techniques, i.e., where the computer is learning an algorithm itself, or based on training data that are used to teach a computer. The pros and cons of different techniques will also be explored.

Student Responsibility

The research assistant will first get an overview of machine learning and then familiarize himself/herself with different machine learning techniques. This will be followed by implementing these techniques in Matlab and/or Python, and applying them on real data sets, followed by preparing a short report.

Specific Requirements

1) Knowledge of Matlab and/or Python. 2) Basic knowledge of Calculus. 3) Basic Knowledge of Signal and Systems and/or image processing will be helpful but not strictly required.