This course will prepare you to: Explain the architecture of the Business Analytics Configure and use new functionalities in Business Analytics

Correlation and Regression Multivariate Linear Regression Theory Bivariate Analysis ANOVA (Analysis of Variance) Case : Multivariate Linear Regression

Identifying problems in fitting linear regression on data having "Binary Response" variable Generalized Linear Modeling (GLMs) Logistic Regression Theory/Case Fitting the regression using SAS language Lift/Gains chart and Gini coefficient K-S stat Case : Multivariate Logistic Regression

Models of time series The Box-Jenkins model building process Identify the ARIMA model. Forecasting future sales based on historical data for an automobile company. Case 1: Time Series Modeling using R Case 2: ARIMA Modeling

Identify and develop Dependent variable Prepare correlation matrix and VIF chart Variable reduction through Multicollinearity Perform Binning to prepare modeling dataset Run the model Write the Scoring or implementation strategy Case: Up-Sell Model

Apply all the learnings of the course on one of the assigned websites and create a future actionable plan

Business Analytics Training

Name: Business Analytics Training
Rating: 5.00 (6 reviews)

Sapphire Global Business Analytics Training makes you an expert in using Business Analytics concepts. Enroll now for Business Analytics online training and get through the concepts of data, by utilizing the internal memory for storing a working set. Sapphire Global introduces all the key concepts in Data Analytics to help the learner gain more knowledge.

Overview

Training Options

INSTRUCTOR LEAD LIVE TRAINING

Live Instructor Online training by Certified & industry expert Trainers
24/7 One Demand Dedicated Server for Hands on Practice.
Flexibility to attend the class at your convenient time.
Earn a Skill Certificate
Professional Resume Preparation end of the trading period.
Plus 45 Days of flexible access e- learning.

CORPORATE TRAINING

Customized Learning delivery model.
Our training practice are perfectly blended with options for effective live instructor lead hands on training.
Training need analysis.
Our Corporate training services are easy accessibility of LMS ( learning Management System ) online or offline – anytime, anywhere, on any of your devices.
24/7 learner assistance and Support

Course Curriculum

Key features

This course will prepare you to:

Explain the architecture of the Business Analytics
Configure and use new functionalities in Business Analytics

Introduction to Analytics – Overview

Analytics Vs Analysis
Summarizing Data
Outline Treatment
Case : Categorization of data variables

Linear Regression

Correlation and Regression
Multivariate Linear Regression Theory Bivariate Analysis
ANOVA (Analysis of Variance)
Case : Multivariate Linear Regression

Logistics Regression

Identifying problems in fitting linear regression on data having "Binary Response" variable
Generalized Linear Modeling (GLMs)
Logistic Regression Theory/Case
Fitting the regression using SAS language
Lift/Gains chart and Gini coefficient
K-S stat
Case : Multivariate Logistic Regression

Decision Tree and Clustering

Data Mining and Decision Trees
CHAID analysis
CART
Why and Where to use Clustering
Clustering methods
K-means Clustering Algorithm
Case: CHAID & CART Analysis

Time Series Modeling

Models of time series
The Box-Jenkins model building process
Identify the ARIMA model.
Forecasting future sales based on historical data for an automobile company.
Case 1: Time Series Modeling using R
Case 2: ARIMA Modeling

Logistic Regression

Identify and develop Dependent variable Prepare correlation matrix and VIF chart Variable reduction through Multicollinearity Perform Binning to prepare modeling dataset
Run the model Write the Scoring or implementation strategy
Case: Up-Sell Model

Market Basket Analysis

Association Rule – Topic Covered :
Affinity analysis to understand purchase behavior Understanding Apriori algorithm
Analysis of output results to plan store layout, promotions and recommendations
Case : Market Basket Analysis

Live Project

Apply all the learnings of the course on one of the assigned websites and create a future actionable plan

Practice Test and Interview Questions

Course Advisor

Course Advisor

R. Sreenatha Reddy

SAP FICO / FSCM / TRM / FM / S4HANA Functional Consultant

Professional Experience:

15+ years of Industry experience as Accountant, Consultant, Module Lead, worked on various IT Organizations like IBM/TCS/ITC infotech/SAP Labs across the globe.

Specialized in SAP