Certified Business Analytics Professional
- Offered byVSkills
Certified Business Analytics Professional at VSkills Overview
Duration | 18 hours |
Total fee | ₹3,499 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Future job roles | EAI, Ecommerce development, E-commerce development, Data Analyst |
Certified Business Analytics Professional at VSkills Highlights
- Earn a certificate of completion from Vskills
- Get Lifelong e-learning access
- Life time job support
Certified Business Analytics Professional at VSkills Course details
R Programming language Decision 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
This certification will teach you data analytics to avoid common pitfalls in a business & become a leader in business organizations
It covers the topics like decision models, statistics, probability, predictive modelling, data visualization, regression analysis, forecasting, data mining, optimisation and decision analysis to enable you to meet challenges related to analysing business data
Vskills Business Analytics certification will enable you to improve business performance using data, statistical analysis, quantitative analysis & predictive modeling to make important decisions
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
Certified Business Analytics Professional at VSkills Curriculum
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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