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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.- Authors: Rosmery Cruz
- Date: Dec 2017
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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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 6/1/2017 12:00:00 AM ...- 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
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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 ...- 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
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The Possible Role of Convolutional Neural Networks in Mortality Risk Protection
The Possible Role of Convolutional Neural Networks in Mortality Risk Protection The Possible Role of Convolutional Neural Networks in Mortality Risk Protection Predictive Analytics 6442485544 12/ ...- Authors: Holden Duncan
- Date: Dec 2018
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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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 ...- 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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Getting Started with Deep Learning and TensorFlow
Getting Started with Deep Learning and TensorFlow A description of how to use Deep Learning and TensorFlow Futurism;Predictive Modeling 6442473933 12/1/2016 12:00:00 AM ...- Authors: Jeff T Heaton
- Date: Dec 2016
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Forecasting
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An Insurance Company for the 21st Century: A Thought Experiment
An Insurance Company for the 21st Century: A Thought Experiment This article takes the reader on a speculative trip to the not too distant future to explore a hypothetical new life insurance ...- Authors: Jeffrey Robert Huddleston, Benjamin Smith
- Date: Jul 2016
- Competency: Strategic Insight and Integration>Big picture view
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Ground Assessment of Soft Skills in Actuaries
Ground Assessment of Soft Skills in Actuaries We actuaries are aware that soft skills are important but somehow, they appear distant and difficult to sustain. ground assessment;soft skills; ...- Authors: Syed Danish Ali
- Date: Jun 2017
- Competency: Relationship Management>Staff management and motivation
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Actuarial Profession>Competencies; Actuarial Profession>Professional development
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Understanding Autoregressive Model for Time Series
Understanding Autoregressive Model for Time Series In this article, we are going to discuss the AR model by making connections to time-dependent ordinary differential equations. Time series; ...- Authors: Dihui Lai, Bingfeng Lu
- Date: Jun 2017
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Deterministic models; Modeling & Statistical Methods>Forecasting; Predictive Analytics
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Outgoing Chairperson's Note
Outgoing Chairperson's Note Summary of what the section has accomplished over the past year. Predictive Analytics;Predictive modeling;Professional development;Analytics and informatics ...- Authors: Anders Larson
- Date: Dec 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics