Machine learning at central banks

https://www.bankofengland.co.uk/working-paper/2017/machine-learning-at-central-banks

Published on 01 September 2017

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Regression Analysis Essentials For Machine Learning

(This article was first published on Easy Guides, and kindly contributed to R-bloggers) Regression analysis consists of a set of machine learning methods that allow us to predict a continuous outcome variable (y) based on the value of one or multiple predictor variables (x). Briefly, the goal of regression model is to build a mathematical…

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Machine Learning in R with TensorFlow — R-bloggers

(This article was first published on Revolutions, and kindly contributed to R-bloggers) Modern machine learning platforms like Tensorflow have to date been used mainly by the computer science crowd, for applications like computer vision and language understanding. But as JJ Allaire pointed out in his keynote at the RStudio conference earlier this month (embedded below),…

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Machine Learning with R Caret – Part 1

(This article was first published on R Programming – DataScience+, and kindly contributed to R-bloggers) This blog post series is on machine learning with R. We will use the Caret package in R. In this part, we will first perform exploratory Data Analysis (EDA) on a real-world dataset, and then apply non-regularized linear regression to…

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Estadística y Machine Learning con R

 

Estadística y Machine Learning con R recopila apuntes y materiales utilizados en la docencia de cursos de formación para funcionarios sobre estadística para administraciones públicas y estadística con R, y otros materiales utilizados en la docencia de Econometría. El manual ha sido elaborado exclusivamente con R, utilizando las librerias knitr, markdown y bookdown, que permiten editar y compilar documentos en diferentes formatos.

Estadística y Machine Learning con R

 

Aprendizaje Profundo: una Guía rápida

Explicando Deep Learning y Redes Neuronales -sin código- Intentaré explicar brevemente en qué consiste el Deep Learning ó Aprendizaje Profundo utilizado en Machine Learning describiendo sus componentes básicos. Conocimientos Previos Daré por sentado que el lector ya conoce la definición de Machine Learning y sus principales aplicaciones en el mundo real y el panorama de algoritmos…

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Practical Machine Learning with R and Python – Part 6

(This article was first published on R – Giga thoughts …, and kindly contributed to R-bloggers) Introduction This is the final and concluding part of my series on ‘Practical Machine Learning with R and Python’. In this series I included the implementations of the most common Machine Learning algorithms in R and Python. The algorithms…

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