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Lecturer, Analytics Frameworks & Methods I (Online, Fall '22)

Employer
Columbia University
Location
Manhattan, NY
Closing date
Jun 11, 2022

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Sector
Business and Finance
Organization Type
Corporate
Job Description

Columbia University, School of Professional Studies (SPS) seeks candidates to serve as a part-time Lecturer to teach a graduate level course on Analytics Frameworks & Methods I. This course provides a broad overview of methods and techniques to help organizations turn data into informative insights. The chain of inferences leading from data collection to utilization for decision-making represents a comprehensive and coherent validation framework for the use of data to inform real life problems. The course covers tools for addressing a set of claims about a problem based on data, such as exploratory data analysis, regression, causal inference, network analysis, and predictive analytics and uses R programming as the language for data analysis and statistical computing. Modern, computational methods in natural language processing and machine learning are also introduced.

Responsibilities

Lead class lectures, instructional activities, and classroom discussion. Attend all class sessions.

Monitor and address student concerns and inquiries.

Evaluate, grade student work and assessments.

Conduct office hours.

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