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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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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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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
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What Big Data is, and How to Deal with It
What Big Data is, and How to Deal with It This article describes the history and in some respects, the future of Big Data, and the tools we can use to handle it for PM and for machine learning.- Authors: Jeff T Heaton
- Date: Jul 2015
- Competency: External Forces & Industry Knowledge
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Modeling & Statistical Methods>Data mining; Predictive Analytics
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A Math Test For Models
A Math Test For Models Evaluates the ability of various model types to automatically approximate various mathematical formulas. This can be used as a guide for feature engineering. Predictive ...- Authors: Jeff T Heaton
- Date: Dec 2018
- Competency: Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Predictive Analytics