University of Colorado Boulder
The Data Driven Manager Specialization
University of Colorado Boulder

The Data Driven Manager Specialization

Drive Operational Improvement with Data

Wendy Martin

Instructor: Wendy Martin

Sponsored by Louisiana Workforce Commission

Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Build toward a degree
Get in-depth knowledge of a subject
Beginner level

Recommended experience

1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Build toward a degree

Details to know

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Taught in English

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Specialization - 3 course series

Defining, Describing, and Visualizing Data

Course 19 hours4.5 (10 ratings)

What you'll learn

  • Classify types of data with scales of measurement

  • Calculate descriptive statistics and create graphical representations using R software

  • Solve problems and make decisions using probability distributions

Skills you'll gain

Category: Probability & Statistics
Category: Statistical Methods
Category: Statistical Analysis
Category: Statistics
Category: Probability
Category: Applied Mathematics
Category: Data Science
Category: Data Analysis
Category: Descriptive Statistics
Category: R Programming
Category: Statistical Programming
Category: Exploratory Data Analysis
Category: Statistical Modeling
Category: Run Chart
Category: Analytics
Category: Histogram
Category: Correlation Analysis
Category: Sampling (Statistics)
Category: Probability Distribution
Category: Statistical Visualization

What you'll learn

  • Create a plan to answer business and engineering questions.

  • Calculate effect size, power and sample size to reduce risk in decision making.

  • Distinguish between best- and worst-case scenarios given point and interval estimates.

Skills you'll gain

Category: Statistical Inference
Category: Statistical Analysis
Category: Statistical Methods
Category: Sampling (Statistics)
Category: Sample Size Determination
Category: Probability & Statistics
Category: Data Analysis
Category: Statistics
Category: Statistical Hypothesis Testing
Category: Data Collection
Category: Financial Analysis
Category: Return On Investment
Category: Mathematical Modeling
Category: Statistical Modeling
Category: Capital Budgeting
Category: Finance
Category: Estimation
Category: Applied Mathematics
Category: Analytics
Category: Mathematics and Mathematical Modeling

Data Driven Decision Making

Course 312 hours4.8 (24 ratings)

What you'll learn

  • Analyze data to answer business and engineering questions.

  • Perform statistical tests to determine changes and differences.

  • Perform statistical tests to determine relationships.

Skills you'll gain

Category: Statistical Methods
Category: Statistical Analysis
Category: Statistical Inference
Category: Data Analysis
Category: Probability & Statistics
Category: Statistics
Category: Statistical Hypothesis Testing
Category: Correlation Analysis
Category: Data Science
Category: Applied Mathematics
Category: Statistical Software
Category: Data-Driven Decision-Making
Category: Cost Accounting
Category: Variance Analysis
Category: Mathematics and Mathematical Modeling
Category: Financial Analysis
Category: Strategic Decision-Making
Category: Business Analytics
Category: Analytics
Category: Mathematical Software

Instructor

Wendy Martin
University of Colorado Boulder
6 Courses8,195 learners

Offered by

Build toward a degree

This Specialization is part of the following degree program(s) offered by University of Colorado Boulder. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

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