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  • Dangers of Overfitting in Predictive Analytics

    Dangers of Overfitting in Predictive Analytics The article introduces the concept of overfitting in predictive modeling and illustrates how it hinders our ability to predict new data well.

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    • Authors: Rosmery Cruz
    • Date: Dec 2017
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics

  • Results From the “2017 Predictive Analytics in Healthcare Trend Forecast”

    Results From the “2017 Predictive Analytics in Healthcare Trend Forecast” A summary of a survey the Society of Actuaries recently conducted of health payer and provider executives to glean ...

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    • Authors: Ian G Duncan
    • Date: Dec 2017
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Technology & Applications>Computer science

  • From R Studio to Real-Time Operations

    From R Studio to Real-Time Operations An exploration of moving predictive modeling capabilities in R to real time operations. Predictive modeling 6442480127 12/01/2017 06:00:00 ...

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    • Authors: Jeff T Heaton, Edmond Deuser
    • Date: Dec 2017
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Technology & Applications>Computer science

  • Chairperson's Corner

    Chairperson's Corner The new chairperson of the SOA's PAF section, Anders Larson, discusses the variety of ways in which the section helps actuaries learn about PAF. Predictive ...

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    • Authors: Anders Larson
    • Date: Dec 2017
    • Competency: Professional Values>Practice expertise
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Actuarial Profession>Professional development

  • Bayesian Inference in Machine Learning

    Bayesian Inference in Machine Learning A discussion on machine learning and how it can be used for forecasting. Predictive modeling 6442478113 06/01/2017 05:00:00 ...

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    • Authors: Denis Perevolov
    • Date: Jun 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics

  • Data Visualization for Model Controls

    Data Visualization for Model Controls A discussion on how to use data visualization for model controls. Data quality;Modeling efficiency 6442478118 06/01/2017 05:00:00 ...

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    • Authors: Robert Crompton
    • Date: Jun 2017
    • Competency: Technical Skills & Analytical Problem Solving>Problem analysis and definition
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Pensions & Retirement>Risk management

  • Using Predictive Modeling to Risk-Adjust Primary Care Panel

    Using Predictive Modeling to Risk-Adjust Primary Care Panel This article discusses techniques used to create risk scores to help determine appropriate primary care panel sizes for a provider ...

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    • Authors: Anders Larson
    • Date: Jun 2017
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Health & Disability>Payment models; Predictive Analytics

  • How to Get Started in Predictive Analytics

    How to Get Started in Predictive Analytics Looks at free and inexpensive resources for the novice in predictive analytics, covering the data analysis theory as well as the most commonly used ...

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    • Authors: Mary Campbell
    • Date: Dec 2015
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Modeling & Statistical Methods>Data mining; Predictive Analytics

  • In Good Company

    In Good Company Ruminations on changing skill sets and professions, with a focus on actuaries and data scientists Alternative careers;Data mining=Big data;Predictive modeling 6442465262 12/01/2015 ...

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    • Authors: Brian Holland
    • Date: Dec 2015
    • Competency: External Forces & Industry Knowledge>Actuarial theory in business context
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Actuarial Profession>Professional development

  • Guide to Deep Learning

    Guide to Deep Learning Here we break down deep learning into its various conceptual sets so as to have a better intuitive understanding of deep learning. deep learning;feed forward;neural ...

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    • Authors: Syed Danish Ali
    • Date: Dec 2016
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Technology & Applications>Analytics and informatics
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