Code for Workshop: Introduction to Machine Learning with R — R-bloggers

(This article was first published on Shirin’s playgRound, and kindly contributed to R-bloggers) These are the slides from my workshop: Introduction to Machine Learning with R which I gave at the University of Heidelberg, Germany on June 28th 2018. 3,305 more words

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Time Series Deep Learning, Part 2: Predicting Sunspot Frequency with Keras LSTM In R — R-bloggers

(This article was first published on business-science.io – Articles, and kindly contributed to R-bloggers) One of the ways Deep Learning can be used in business… 7,248 more words

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Deep Learning for Time Series Forecasting: Predicting Sunspot Frequency with Keras — R-bloggers

(This article was first published on TensorFlow for R, and kindly contributed to R-bloggers) Forecasting sunspots with deep learning In this post we will examine making time series predictions using the sunspots dataset that ships with base R. Sunspots are dark spots on the sun, associated with lower temperature. Here’s an image from NASA showing…

via Deep Learning for Time Series Forecasting: Predicting Sunspot Frequency with Keras — R-bloggers

Machine learning at central banks

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

Published on 01 September 2017

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),…

via Machine Learning in R with TensorFlow — R-bloggers

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…

via Machine Learning with R Caret – Part 1 — R-bloggers