#1
July 13th, 2016, 10:52 AM
| |||
| |||
Business Analyst IIT Bombay
Hello sir, will you please provide me detail for the Business Analyst eligibility required in IIT Bombay?
|
#2
July 13th, 2016, 11:50 AM
| |||
| |||
Re: Business Analyst IIT Bombay
The Business Analyst course is provided by IIT Bombay. Advanced Certificate Program in Business Analytics will build the students' problem structuring, decision analysis, and systems modelling skills. Experienced faculty and researchers in the areas of strategy support, systems analysis, and business decision making will equip students for a career in Management Consultancy or as a Business Analyst. Eligibility: Candidates have degree in Professionals with minimum 50% marks in Graduation Duration: One year Course Content Part 1: Introduction to Analytics - 22 sessions IOL: 17 sessions Assessments: 5 sessions Campus: 3 days 1. Introduction to Statistics & Econometrics - 4 sessions (12) + 1 session assessment Basic Probability Theory Probability Theory Conditional Probability And Bayes' Theorem Random Variables Density And Distribution Function Joint, Marginal And Conditional Distribution Moment Generating Function Law Of Large Numbers And Central Limit Theorem Theory Of Estimation And Statistical Inference Point And Interval Estimation Maximum Likelihood And Method Of Moment Estimation Hypothesis Testing Types And Size Of Error Power Of A Test 2. Regression - 3 sessions (9) + 1 session assessment Regression Analysis Econometric Models Simple Linear Regression Model General And Confidence Approach To Hypothesis Testing Logistic Regression What to look for in Logistic Regression Comparison of Discriminant and Logistic Regression Extending The Regression Analysis Goodness Of Fit Model Evaluation Relaxation Of Assumptions In Regression Model Consequences And Remedial Measures 3. Time Series Analysis - 4 sessions (12) + 1 session assessment Introduction to Time Series Analysis Autocorrelation and partial autocorrelation Conditions for stationary and invertible process Box-Jenkins approach Models for Stationary Time Series Auto Regressive Processes Moving average models ARMA Models Modeling & Forecasting with ARMA Models 4. Panel Data Econometrics - 2 sessions (6) + 1 session assessment Static Panel Data Models Fixed effects, Random effects, Random coefficients Dynamic Panel Data Models Models with lagged dependent variable, Estimation, Simultaneous equation panel data models, Generalised method of moment estimation 5. Segmentation Methods - 4 sessions (12) + 1 session assessment Cluster Analysis Factor Analysis Discriminant Methods |
|