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  • Using Python to Solve, Simplify, Differentiate and Integrate
    Using Python to Solve, Simplify, Differentiate and Integrate This article introduces SymPy, a computer algebra system (CAS) for the Python programming language. Computer science;Predictive ...

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    • Authors: Jeff T Heaton
    • Date: Jun 2017
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Technology & Applications>Analytics and informatics
  • 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 12/1/2017 12:00:00 AM ...

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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
  • Redefining Risk Management: The Evolving Landscape of Reinsurance in the USA
    Redefining Risk Management: The Evolving Landscape of Reinsurance in the USA An article about redefining risk management, written entirely by ChatGPT. By Jeff Heaton Reinsurance News, June 2023 ...

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    • Authors: Jeff T Heaton
    • Date: Jun 2023
    • Competency: Communication; Professional Values
    • Publication Name: Reinsurance News
    • Topics: Reinsurance
  • Semi-Supervised Learning with Generative Adversarial Networks
    Semi-Supervised Learning with Generative Adversarial Networks This article discusses how to handle semisupervised data. This type of data might have a large number of observations, yet a small ...

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    • Authors: Jeff T Heaton
    • Date: Aug 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Diagnosing Breast Tumor Malignancy with a Genetic Algorithm and RBF Network
    Diagnosing Breast Tumor Malignancy with a Genetic Algorithm and RBF Network This article shows how to use a RBF Neural network to predict if a breast tumor is malignant. The network is trained ...

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    • Authors: Jeff T Heaton
    • Date: Dec 2013
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Life Insurance>Underwriting - Life Insurance
  • The Third Generation of Neural Networks
    The Third Generation of Neural Networks Neural networks have fallen only to rise again twice. The latest incarnation borrows much from the past but adds elements to support deep learning. This ...

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    • Authors: Jeff T Heaton
    • Date: Dec 2015
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Modeling & Statistical Methods>Data mining
  • Agent Based Modeling with Repast PY
    Agent Based Modeling with Repast PY Agent based modeling is a technique that can be used to predict complex interactions between individuals in an artificial environment. This article provides an ...

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    • Authors: Jeff T Heaton
    • Date: Dec 2014
    • Publication Name: Predictive Analytics and Futurism Newsletter
  • Autoencoders for Anomaly Detection
    Autoencoders for Anomaly Detection The author presents autoencoders in a clear manner and then goes on to show an intriguing application where an autoencoder can alert us to events out of the ...

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    • Authors: Jeff T Heaton
    • Date: Jan 2020
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Bayesian Networks for Predictive Modeling
    Bayesian Networks for Predictive Modeling Feature article discussing the use of Bayesian Networks as predictive modeling tools. Bayesian Methods;Modeling efficiency;Predictive Modeling 6/26/2013 ...

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    • Authors: Jeff T Heaton
    • Date: Jun 2013
    • Competency: External Forces & Industry Knowledge; External Forces & Industry Knowledge>Actuarial methods in business operations
    • Topics: Modeling & Statistical Methods>Bayesian methods
  • Regression and Classification, a Deeper Look
    Regression and Classification, a Deeper Look A look into how machine learning models implement classification and regression at a deeper level. Covers topics such as multi-regression, softmax, ...

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    • Authors: Jeff T Heaton
    • Date: Jul 2016
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics; Technology & Applications