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The Master of Science (MS) program is designed for individuals seeking to expand and enhance their computer science expertise. Columbia University and its New York City location offer outstanding professional prospects across various sectors. This program creates a distinctive chance to gain advanced, specialized knowledge in key computer science fields. Currently, the department provides eight focused concentration tracks. MS candidates have the opportunity to engage in cutting-edge research alongside our academic teams and laboratories. The Machine Learning Track caters to students aiming to deepen their understanding of machine learning methods and implementations. As a fast-growing discipline, machine learning finds applications in numerous domains including bioinformatics, security systems, AI, sensory technologies, financial analysis, data retrieval, and beyond.