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Analytics IIT Mumbai |
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Re: Analytics IIT Mumbai
Trained, competent professionals in Analytics and Management are very much in demand. Analytics has become a major driving force and is closely aligned with the core competency for most of the industries today. Analytics and Management program Its impact on management has created a demand for an entirely new array of leaders. Completing the programme will ensure that the participant demonstrates to their potential or current employer that they understand and appreciate the various approaches of analytics to deliver real benefits. Eligibility- Working Professionals with minimum 55% marks (or equivalent grade) in Graduation with minimum 2 years of work experience / Post Graduation are eligible to apply. Preference will be given to the applicants with Graduation / Post Graduation in Mathematics / Statistics / Operations Research and experience in the broader domain of Analytics. Screening and selection will be done by the course coordinator. COURSE CONTENT Part I: Preliminaries Introduction to Business Analytics Data Summarization Exploratory Data Analysis Part II: Statistical Analysis Probability Distributions Testing of Hypotheses Analysis of Variance Part III: Predictive Modeling Tools Multiple Linear Regression Logistic Regression Model Evaluation Techniques Part IV: Grouping Methods Dimension Reduction Techniques Clustering Part V: Time Series Forecasting Time Series Autoregressive Models Panel Data Models Contact- Indian Institute of Technology Bombay Main Gate Road, Powai, Mumbai, Maharashtra 400076 |
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