Search result for Predictive models Online Courses & Certifications
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Modeling Risk and Realities
by Sergei Savin , Senthil Veeraraghavan- 4.6
Approx. 7 hours to complete
In this course, you can learn how to create quantitative models to reflect complex realities, and how to include in your model elements of risk and uncertainty. You’ll also learn the methods for creating predictive models for identifying optimal choices; and how those choices change in response to changes in the model’s assumptions....
Predictive Analytics for Business - with Case Studies
by John Phillips- 3.5
1 hour on-demand video
Learn how to create important business insights through Predictive Analytics. This is an introductory course designed to help business professionals and others learn predictive analytic skills that can be applied in a business setting. The following models are used: Linear Regression, Logistic Regression, Association Rules, K-means Clustering and Decision Trees....
$9.99
Fundamentals of Watson Analytics
by VICONIC Development- 4.3
1 hour on-demand video
With guided data discovery, automated predictive analytics and cognitive capabilities such as natural language dialogue, you can interact with data conversationally to get answers you understand. Students will learn how to use features such as machine learning and predictive analytics. Find out how to auto-detect trends and correlations and generate predictive models and decision trees quickly....
$12.99
Bayesian Statistics: Techniques and Models
by Matthew HeinerTop Instructor- 4.8
Approx. 30 hours to complete
Real-world data often require more sophisticated models to reach realistic conclusions. Components of Bayesian models Non-conjugate models Common statistical models Alternative models Common models and multiple factor ANOVA Predictive distributions Prior predictive simulation Posterior predictive simulation Predictive distributions and mixture models...
IBM SPSS Modeler: Getting Started
by Sandy Midili- 4.3
4 hours on-demand video
IBM SPSS Modeler is a data mining workbench that helps you build predictive models quickly and intuitively, without programming. While the Modeling Phase will focus on building a predictive model....
$9.99
Artificial Intelligence Privacy and Convenience
by Brent Summers- 4.6
Approx. 6 hours to complete
Diving into the ethics behind these decisions, we will explore how to protect users from privacy violations while creating useful predictive models. Building Transparent Models Glass box vs black box models...
The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats
by Eric Siegel- 4.8
Approx. 14 hours to complete
– AI ethics: social justice concerns, such as when predictive models blatantly discriminate by protected class The Data Effect: Data is always predictive Measuring predictive performance: lift MODULE 3 - Predictive Models: What Gets Learned from Data The principles of predictive modeling How can you trust a predictive model (train/test)? More predictive modeling principles...
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Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership
by Eric Siegel- 4.9
Approx. 14 hours to complete
- Lead ML: Manage a machine learning project, from the generation of predictive models to their launch. - Evaluate ML: Report on the performance of predictive models in business terms, such as profit and ROI. Lead ML: Manage a machine learning project, from the generation of predictive models to their launch...
Using SAS Viya REST APIs with Python and R
by Jordan Bakerman , Ari Zitin- 0.0
Approx. 18 hours to complete
You’ll learn to upload data into the cloud, analyze data, and create predictive models with SAS Viya using familiar open source functionality via the SWAT package -- the SAS Scripting Wrapper for Analytics Transfer. You’ll learn how to create both machine learning and deep learning models to tackle a variety of data sets and complex problems....
Population Health: Predictive Analytics
by Ewout W. Steyerberg , David van Klaveren- 5
Approx. 18 hours to complete
Predictive analytics has a longstanding tradition in medicine. Developing better prediction models is a critical step in the pursuit of improved health care: we need these tools to guide our decision-making on preventive measures, and individualized treatments. Welcome to the course Predictive Analytics Introduction to predictive analytics Predictive analytics in prevention...