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Data Analytics Foundations Course Online (Self-Paced)

via Noble Desktop

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Overview

Gain a solid foundation in data analytics by studying both descriptive and inferential statistics, and discover how data informs forecasting and strategic decisions across industries. Delve into statistical modeling and analysis, including core algorithms, theorems, and practical applications.

Syllabus

Basic Data Analysis

Measures of Central Tendency
Measures of Position
Measures of Dispersion
The Normal Curve
Descriptive Statistics

Predictive Analytics I

Forecasting
Series Forecast

Data Visualization I

Charts
Icon Sets
Histograms
Moving Average

Predictive Analytics

Correlation
Regression - overview
Regression - analysis
Linear regression
Multiple regression

Probability

Probability I
Probability II
Binomial Probability
Poisson Probability

Prescriptive Analytics I

What If Analysis
Data Table (3 variables)
Scenario Manager
Scenario Manager - Pivot

Data Visualization II

Sparklines
Color Scales
Drawing Shapes
Pivot Tables
Pivot Charts

Prescriptive Analytics II

Solver - overview
Linear Programming
The Solver model
Non-Linear Programming
Evolutionary Solver

Taught by

Brian McClain, Art Yudin, Mourad Kattan, Garfield Stinvil, and Colin Jaffe

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