Business Analytics| Training Program Starting in Kolkata

EduPristine is the largest and leading training provider for International certifications like CFA®, FRM®,PRM® and other educational/ professional training services.

Location: Kolkata
Date: 28th Jun 2014

Pedagogy

Schedule of Business Analytics Program
•Day 1
•Excel Shortcuts
•Introduction to Analytics
•Definition
•Analytics vs. Analysis
•Business Analytics
•Types of Analytics
•Business Domains within Analytics
•Challenges
•Examples
•Data (Will be using excel to solve examples)
•Population vs. Sample
•Types of Data Variables
•Summarizing data
•Describe measure of central tendency/measure of location of data set
•Describe spread/variability of data set
•Symmetry and Skewness for the distribution of a data set
•Data Collection
•Data Dictionary
•Outlier Treatment
•Missing Value Imputation
•Day 2
•Basic Statistic(Will be using excel to solve examples)
•Probability
•Random variables
•Probability distribution
•The Central Limit Theorem
•Sampling and statistical inference
•Confidence intervals
•Hypothesis testing
•Analysis of variance
•Day 3 & 4
•Predictive Modelling
•Introduction to Tools and Softwares commonly used in Analytics
•Multivariate Linear Regression (using SAS)
•Day 5 & 6
•Predictive Modelling
•Logistic Regression (using SAS )
•Case Study on Score-Card (using SAS)
•Day 7
•Predictive Modelling
•Logistic Regression (using R )
•Day 8
•Forecasting
•Time Series Modeling (using SAS )
•Day 9
•Decision Trees
•CHAID (using SAS)
•CART (using SPSS)
•Clustering
•Hierarchical clustering (using SAS)
•K-means clustering (using SAS)
•Day 10
•Retail Analytics Case
Duration
•5 Weekends class room training & lab practicals. Total - 50hrs Classroom session

Register now! | Special discount for Early bird registration |Group discounts available
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