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SYLLABUS
UNIT - I
INTRODUCTION TO BUSINESS ANALYTICS: Definition of Business Analytics, Categories of Business Analytical Methods and Models, Business Analytics in Practice, Big Data - Overview of using Data, Types of Data.
UNIT - II
DESCRIPTIVE ANALYTICS: Overview of Description Statistics (Central Tendency, Variability), Data VisualizationDefinition, Visualization Techniques – Tables, Cross Tabulations, Charts, Data Dashboards using Ms-Excel or SPSS.
UNIT - III
PREDICTIVE ANALYTICS: Trend Lines, RegressionAnalysis – Linear & Multiple, Forecasting Techniques, Data Mining - Definition, Approaches in Data Mining - Data Exploration & Reduction, Classification, Association, Cause Effect Modeling.
UNIT - IV
PRESCRIPTIVE ANALYTICS: Overview of Linear Optimization, Non Linear Programming Integer Optimization, Cutting Plane Algorithm and Other Methods, Decision Analysis – Risk and Uncertainty Methods.
UNIT - V
PROGRAMMING USING R: R Environment, R Packages, Reading and Writing Data in R, R Functions, Control Statements, Frames and Subsets, Managing and Manipulating Data in R.
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CategoriesManagement
Format PDF
TypeeBook