Certified Business Analytics Professional

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Statistics Course Videos 17 Topics

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Excel Course Videos 8 Topics

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Excel 2019 Beginners: Formulas and Functions

Excel 2019 Beginners: Sorting and Filtering

Excel 2019 Beginners: Outlining and Subtotaling

Excel 2019 Beginners: Advanced Formula Creation

Excel 2019 Beginners: PivotTables

Excel 2019 Beginners: Additional Excel Features

Excel 2019 Advanced: PivotTables

Excel 2019 Advanced: Data Analysis

Introduction to Business Analytics 4 Topics | 1 Quiz

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Evolution and Scope

Data for Business Analytics

Decision Models

Problem Solving and Decision Making

Quiz – Introduction to Business Analytics

Analytics and Spreadsheets 4 Topics

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Visualizing Data 5 Topics | 1 Quiz

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Data Visualization

Data Queries

Summarizing Data

Frequency Distributions

PivotTables and Pivot Charts

Quiz – Visualizing Data

Descriptive Statistical Measures 6 Topics | 1 Quiz

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Statistical Notation

Measures of Location

Measures of Dispersion

Measures of Shape

Measures of Association

Excel Descriptive Statistics Tool

Quiz – Descriptive Statistical Measures

Probability Distributions 4 Topics | 1 Quiz

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Probability Basics

Discrete Probability Distributions

Continuous Probability Distributions

Distribution Fitting

Quiz – Probability Distributions

Sampling and Estimation 7 Topics | 1 Quiz

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Sampling Methods

Statistical Sampling

Sampling Distributions

Quiz – Sampling and Estimation

Statistical Inference 4 Topics

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Hypothesis Testing

One-Sample Hypothesis Tests

Two-Sample Hypothesis Tests

ANOVA

Predictive Modeling 4 Topics

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Logic-Driven Model

Data-Driven Modeling

Analyzing Uncertainty and Model Assumptions

Risk Solver Platform

Regression Analysis 5 Topics

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Simple Linear Regression

Residual Analysis and Regression Assumptions

Multiple Linear Regression

Regression with Categorical Independent Variables

Regression Models with Nonlinear Terms

Forecasting Techniques 3 Topics

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Qualitative and Judgmental Forecasting

Statistical Forecasting Models

Time Series Forecasting Models

Simulation and Risk Analysis 5 Topics

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Monte Carlo Simulation

New-Product Development Model

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Data Mining Basics

Cluster Analysis

Classification

Association Rule Mining

Cause-and-Effect Modeling

Linear Optimization 4 Topics

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Building Linear Optimization Models

Excel Solver

Optimization Models for Prediction and Insight

Applications of Linear Optimization

Integer Optimization 3 Topics

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Solving with General Integer Variables

Integer Optimization Models with Binary Variables

Mixed-Integer Optimization Models

Nonlinear and Non-Smooth Optimization 3 Topics

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Modeling and Solving Nonlinear Optimization Problems

Quadratic Optimization

Spreadsheet Models

Optimization Models with Uncertainty 2 Topics

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Stochastic Programming

Risk Analysis in Optimization

Decision Analysis 3 Topics

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Decisions with Uncertain Information

Decision Trees

The Value of Information

R Programming Language 6 Topics

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Objects and Arithmetic

Summaries and Subscripting

Matrices

Attaching to objects

Statistical Computation and Simulation

Graphics