University of Colorado Boulder - Data Acquisition, Risk, and Estimation
- Offered byCoursera
Data Acquisition, Risk, and Estimation at Coursera Overview
Duration | 8 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Acquisition, Risk, and Estimation at Coursera Highlights
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Intermediate Level Recommended prerequisite course: Defining, Describing and Visualizing Data. Algebra and Statistics.
- Approx. 8 hours to complete
- English Subtitles: English
Data Acquisition, Risk, and Estimation at Coursera Course details
- Engineering and Business professionals often have access to many sources of data. The best way to way to ensure your data is both valid and reliable is to plan for it ahead of time. Through this class, you will be able to plan for accurate and precise data generation, then use that data for the purpose of estimation and risk reduction related to capital investments.
- This specialization can be taken for academic credit as part of CU Boulder’s Master of Engineering in Engineering Management (ME-EM) degree offered on the Coursera platform. The ME-EM is designed to help engineers, scientists, and technical professionals move into leadership and management roles in the engineering and technical sectors. With performance-based admissions and no application process, the ME-EM is ideal for individuals with a broad range of undergraduate education and/or professional experience. Learn more about the ME-EM program at https://www.coursera.org/degrees/me-engineering-management-boulder.
Data Acquisition, Risk, and Estimation at Coursera Curriculum
Fundamentals of Sampling
Welcome to Acquisition, Risk and Estimation
Introduction to Fundamentals of Sampling
Sample Versus Population
Types of Sampling - Part 1
Types of Sampling - Part 2
Sampling Error
Random Sampling Distributions - Part 1
Random Sampling Distributions - Part 2
RSD of the Mean
The Central Limit Theorem
Solving Problems with the RSD of the Mean Part 1
Solving Problems with the RSD of the Mean Part 2
Welcome and Where to Find Help
Fundamentals of Sampling
Estimation
Introduction to Estimation
Estimators and Point Estimates
Interval Estimates
Confidence Interval for the Mean, Sigma Known
Confidence Interval for the Mean, Sigma Unknown
Confidence Interval for Variance / Standard Deviation
Confidence Interval for Proportion / Rate (Count)
Practice Activity 1
Practice Activities 2 and 3
Estimation
Best Case / Worst Case Analysis
Introduction to Best Case / Worst Case Analysis
Best / Worst Case Analysis Introduction and Step 1
Best / Worst Case Analysis Steps 2 and 3
Best / Worst Case Analysis Steps 4 and 5
Creating the table using RStudio
Visualization and Joint Probability
Best / Worst Case Example 1
Best / Worst Case Example 2 Part 1
Best / Worst Case Example 2 Part 2
Best / Worst Case Practice Quiz
Best Case / Worst Case Analysis
Foundations of Hypothesis Testing
Introduction to Foundations of Hypothesis Testing
Introduction to Hypothesis Testing
Testing Hypotheses
Significance Level, Risk, One-Two-Tailed Tests
Error and Power in Hypothesis Testing
Understanding Beta and Power
Calculating Beta and Power for Means
Calculating Beta and Power for Variance
Calculating Beta and Power for Proportions and Rates
Sample Size Calculations for Means
Sample Size Calculations for Variances
Sample Size Calculations for Proportions
Foundations of Hypothesis Testing
Essentials for Effect Size Calculations
Introduction to Essentials for Effect Size Calculations
Essentials for Effect Size Calculations
Risk Analysis - Implications of Decisions
Effect Size Calculation OSCD Example Part 1
Effect Size Calculation OSCD Example Part 2
Effect Size Calculation OSCD Example Part 3
Effect Size Calculation for the Mean Part 1
Effect Size Calculation for the Mean Part 2
Effect Size Calculation for the Mean Part 3
Effect Size Calculation for the Standard Deviation
Effect Size Calculation for the Proportion
Effect Size Practice Quiz
Essentials for Effect Size Calculations
Data Acquisition, Risk, and Estimation at Coursera Admission Process
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