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 IEM UEM Group

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
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

See how employees at top companies are mastering in-demand skills

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  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Colorado Boulder
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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: Statistics
Category: Statistical Methods
Category: Statistical Analysis
Category: Probability & Statistics
Category: Probability
Category: Applied Mathematics
Category: R Programming
Category: Exploratory Data Analysis
Category: Statistical Modeling
Category: Data Analysis
Category: Statistical Programming
Category: Data Science
Category: Descriptive Statistics
Category: Analytics
Category: Sampling (Statistics)
Category: Probability Distribution
Category: Histogram
Category: Statistical Visualization
Category: Correlation Analysis
Category: Run Chart

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

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

Instructor

Wendy Martin
University of Colorado Boulder
6 Courses8,231 learners

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