Overview
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.
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
Practice Test and Interview Questions
Vaijnath –
The training was fantastic. Thank you for providing a great platform to learn.
Darshan –
The Business Analytics course was very informative. I learned a lot from the same. Thanks a ton, Sapphire for the course. I also got a fantastic instructor. It was overall an excellent session, and I am trying to execute/implement that knowledge in my daily life.
Nageswar –
I have enrolled for Business Analytics from Sapphire. It was a great experience. The trainer had great knowledge and explained all our queries. His teaching method was super.
James –
Course content is excellent. You can learn and understand, even if you are only a beginner. I am delighted to have joined and successfully finished the ‘Business Analytics’course. All thanks to Sapphire.
RAMACHOWDAIAH –
I really liked the trainer. He is very patient, well organized, and interactive. I had an awesome learning experience with Sapphire that was beyond my expectation for an online classroom.
Akhila –
My experience while doing Business Analytics from Sapphire was was beyond my expectation for an online classroom. The trainer was great. He was very patient and interactive.