Why should I take this certification?
Business Analytics is an important tool for modern businesses. This certification will teach you data analytics to avoid common pitfalls in a business & become a leader in business organisations. It covers the topics like decision models, statistics, probability, predictive modelling, data visualisation, regression analysis, forecasting, data mining, optimisation and decision analysis to enable you to meet challenges related to analysing business data.
Study & Learn
- R Programming languageDecision Analysis
- Linear & integer Optimization
- Data Mining
- Simulation & Risk Analysis
- Forecasting Techniques
- Regression Analysis
- Predictive Modeling
- Statistical Inference
- Probability Distributions, Sampling & Estimation
- Descriptive Statistical Measures
- How to Visualize data
Suggested Courses
How will I benefit from Business Analytics Certification?
Vskills Business Analytics certification will enable you to improve business performance using data, statistical analysis, quantitative analysis & predictive modeling to make important decisions. With such advances organisations can make effective decisions about pricing, marketing & products. Major corporations have started using Business Analytics to efficiently run their organisation.
This certification will teach you the basics of business analytics, it's application & usefulness to businesses. You will gain the skills to improve performance using data, statistical & quantitative analysis & predictive modelling to make important decisions.
Companies that hire Business Analytics
Vskills Certified Business Analytics Candidate will find employment in Top MNC's and organisations like Groupon, Amazon India, TCS, Accenture, Exide Life Insurance, Mastercard, JP Morgan Chase
Business Analytics Table of Contents
https://www.vskills.in/certification/business-analytics-professional-table-of-contents
Business Analytics Sample Questions
https://www.vskills.in/certification/business-analytics-professional-sample-questions
Business Analytics Mock Test
http://www.vskills.in/practice/quiz/business-analytics
Apply for Business Analytics Certification
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TABLE OF CONTENT
Introduction
- Evolution and Scope
- Data for Business Analytics
- Decision Models
- Problem Solving and Decision Making
Analytics and Spreadsheets
- Excel Formulas
- Excel Functions
- Spreadsheet Add-Ins
- Spreadsheet Modeling
Visualizing Data
- Data Visualization
- Data Queries
- Summarizing Data
- Frequency Distributions
- PivotTables and Pivot Charts
Descriptive Statistical Measures
- Statistical Notation
- Measures of Location
- Measures of Dispersion
- Measures of Shape
- Measures of Association
- Excel Descriptive Statistics Tool
Probability Distributions
- Probability Basics
- Discrete Probability Distributions
- Continuous Probability Distributions
- Distribution Fitting
Sampling and Estimation
- Sampling Methods
- Statistical Sampling
- Sampling Distributions
- Estimation
- Interval Estimates
- Confidence Intervals
- Prediction Intervals
Statistical Inference
- Hypothesis Testing
- One-Sample Hypothesis Tests
- Two-Sample Hypothesis Tests
- ANOVA
Predictive Modeling
- Logic-Driven Model
- Data-Driven Modeling
- Analyzing Uncertainty and Model Assumptions
- Risk Solver Platform
Regression Analysis
- Simple Linear Regression
- Residual Analysis and Regression Assumptions
- Multiple Linear Regression
- Regression with Categorical Independent Variables
- Regression Models with Nonlinear Terms
Forecasting Techniques
- Qualitative and Judgmental Forecasting
- Statistical Forecasting Models
- Time Series Forecasting Models
Simulation and Risk Analysis
- Monte Carlo Simulation
- New-Product Development Model
- Newsvendor Model
- Overbooking Model
- Cash Budget Model
Data Mining
- Data Mining Basics
- Cluster Analysis
- Classification
- Association Rule Mining
- Cause-and-Effect Modeling
Linear Optimization
- Building Linear Optimization Models
- Excel Solver
- Optimization Models for Prediction and Insight
- Applications of Linear Optimization
Integer Optimization
- Solving with General Integer Variables
- Integer Optimization Models with Binary Variables
- Mixed-Integer Optimization Models
Nonlinear and Non-Smooth Optimization
- Modeling and Solving Nonlinear Optimization Problems
- Quadratic Optimization
- Spreadsheet Models
Optimization Models with Uncertainty
- Stochastic Programming
- Risk Analysis in Optimization
Decision Analysis
- Decisions with Uncertain Information
- Decision Trees
- The Value of Information
R Programming Language
- Objects and Arithmetic
- Summaries and Subscripting
- Matrices
- Attaching to objects
- Statistical Computation and Simulation
- Graphics
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