Business Analytics, 2ed: The Science of Data-Driven Decision Making
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Business Analytics has become one of the most important skills that every student of Management and Engineering should acquire to become successful in their career. The use of analytics across industries for decision making, problem solving, and driving organizational innovation makes it an essential skill to develop. Analytics is used as a competitive strategy by many successful companies. ·Introduction to Business Analytics ·Foundations of Data Science: Descriptive Analytics ·Introduction to Probability ·Sampling and Estimation ·Confidence Intervals ·Hypothesis Testing ·Analysis of Variance ·Correlation Analysis ·Simple Linear Regression ·Multiple Linear Regression ·Logistic Regression ·Decision Trees ·Forecasting Techniques ·Clustering ·Prescriptive Analytics ·Stochastic Models and Reinforcement Learning ·Ensemble Methods ·Six Sigma
Dr. U. Dinesh Kumar is a Professor of Decision Sciences at IIM Bangalore. He is also the IIMB Chair of Excellence since January 2020. Dr. Dinesh Kumar introduced Business Analytics elective course in 2008 to the PGP students at IIM Bangalore and started one of the first certificate programs in Business Analytics in India in 2010. Dr. Dinesh Kumar has over 25 years of teaching and research experience.
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