IIRF Online > Business > Business Analytics & Intelligence > Business Analytics > Certified Business Analytics Professional
Certified Business Analytics Professional by Vskills
Course Highlights
- Government Certification
- Certification valid for life
- Lifelong e-learning access
- Learning Hours: 18 hrs
- Life Time Job Support
- Job Profile Tagging
Skills you will learn!
Curriculum
5 Topics
Evolution and Scope
Data for Business Analytics
Decision Models
Problem Solving and Decision Making
4 Topics
Excel Formulas
Excel Functions
Spreadsheet Add-Ins
Spreadsheet Modeling
5 Topics
Data Visualization
Data Queries
Summarizing Data
Frequency Distributions
PivotTables and Pivot Charts
6 Topics
Statistical Notation
Measures of Location
Measures of Dispersion
Measures of Shape
Measures of Association
Excel Descriptive Statistics Tool
4 Topics
Probability Basics
Discrete Probability Distributions
Continuous Probability Distributions
Distribution Fitting
7 Topics
Sampling Methods
Statistical Sampling
Sampling Distributions
Estimation
Interval Estimates
Confidence Intervals
Prediction Intervals
4 Topics
Hypothesis Testing
One-Sample Hypothesis Tests
Two-Sample Hypothesis Tests
ANOVA
4 Topics
Logic-Driven Model
Data-Driven Modeling
Analyzing Uncertainty and Model Assumptions
Risk Solver Platform
5 Topics
Simple Linear Regression
Residual Analysis and Regression Assumptions
Multiple Linear Regression
Regression with Categorical Independent Variables
Regression Models with Nonlinear Terms
3 Topics
Qualitative and Judgmental Forecasting
Statistical Forecasting Models
Time Series Forecasting Models
5 Topics
Monte Carlo Simulation
New-Product Development Model
Newsvendor Model
Overbooking Model
Cash Budget Model
5 Topics
Data Mining Basics
Cluster Analysis
Classification
Association Rule Mining
Cause-and-Effect Modeling
4 Topics
Building Linear Optimization Models
Excel Solver
Optimization Models for Prediction and Insight
Applications of Linear Optimization
3 Topics
Solving with General Integer Variables
Integer Optimization Models with Binary Variables
Mixed-Integer Optimization Models
3 Topics
Modeling and Solving Nonlinear Optimization Problems
Quadratic Optimization
Spreadsheet Models
2 Topics
Stochastic Programming
Risk Analysis in Optimization
3 Topics
Decisions with Uncertain Information
Decision Trees
The Value of Information
6 Topics
Objects and Arithmetic
Summaries and Subscripting
Matrices
Attaching to objects
Statistical Computation and Simulation
Graphics
Certified Business Analytics Professional
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