Course description
Provide a basic introduction to the concepts of Predictive Analytics Tools and Methodologies from an awareness perspective. In-class exercises as well as review of worked out examples for each main methodology for various disciplines.
Upcoming start dates
Who should attend?
This course is designed for managers, leaders, senior data analysts, buyers and technical analysts.
Training content
- Introduction to Statistics
- Population Parameters vs Sample Statistics
- Confidence Interval, Hypothesis Testing, alpha level and p-value
- Correlation and Linear Regression
- Understanding Data, Significance and Causality
- Collecting the right data (identify sources of variation)
- Establishing Significance (data analysis techniques)
- Establishing Predictability (ability to influence desired outcome)
- In Class Exercise of the technique and tool
- Prediction through Regression
- Introduction to Prediction through Regression
- In Class Exercise of the technique and tool
- Monte Carlo Prediction
- Introduction to Prediction through Monte Carlo
- In Class Exercise of the technique and tool
- Data Mining – Historical Design of Experiments
- Obtaining the Predictive Benefits of Design of Experiments through use of historical data
- In Class Exercise of the technique and tool
Course delivery details
This is a 1 day interactive course offering, with practical examples within each type of analytic technique.
Costs
$995 CAD + 13% GST
Includes course material in PDF format, and certificate.
Certification / Credits
Predictive Analytics Certificate
Why choose A+I?
Courses taught by experienced industry professionals
Instructors with proven experience applying the topics in the real world
Since our start in 2014, we have provided Teaching, Coaching and Project support to over 30 companies
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Analyze and Improve Inc.
The name of our company says it all – we analyze problems and opportunities, improve on the present state and drive towards accelerated results. Our company philosophy is "Stability before Capability and only then Capital". Since our inception in 2014,...