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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 ...- 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
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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 ...- Authors: Jeff T Heaton, Edmond Deuser
- Date: Dec 2017
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Technology & Applications>Computer science
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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 ...- Authors: Jeff T Heaton
- Date: Aug 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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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 ...- 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
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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 ...- 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
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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 ...- Authors: Jeff T Heaton
- Date: Dec 2014
- Publication Name: Predictive Analytics and Futurism Newsletter
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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 ...- Authors: Jeff T Heaton
- Date: Jan 2020
- Competency: External Forces & Industry Knowledge
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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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, ...- 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
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Introduction to PMML in R
Introduction to PMML in R Introduction to PMML and how to use of it in the R programming language. PMML is an interchange format for predictive models. predictive modeling 6442483963 8/1/2018 12: ...- Authors: Jeff T Heaton
- Date: Aug 2018
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics
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Getting C++ Performance From Python With Cython
Getting C++ Performance From Python With Cython Feature article providing a brief introduction to Cython. Predictive Analytics, Futurism, Computer Science 6/6/2019 12:00:00 AM ...- Authors: Jeff T Heaton
- Date: Jun 2019
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics