A Performance Benchmark of Different AutoML Frameworks

September 21, 2018
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A Performance Benchmark of Different AutoML Frameworks

In a recent blog post our CEO Sebastian Heinz wrote about Google's newest stroke of genius – AutoML Vision. A cloud service "that is able to build deep learning models for image recognition completely fully automated and from scratch". AutoML Vision is part of the current trend towards the automation of machine learning tasks. This trend started with automation...

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Using a Column as a Column Index

September 20, 2018
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We recently saw a great recurring R question: “how do you use one column to choose a different value for each row?” That is: how do you use a...

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Gold-Mining Week 3 (2018)

September 20, 2018
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Week 3 Gold Mining and Fantasy Football Projection Roundup now available. Go get that free agent gold! The post Gold-Mining Week 3 (2018) appeared first on Fantasy Football Analytics.

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R from the turn of the century

September 20, 2018
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R from the turn of the century

Last week I spent some time reminiscing about my PhD and looking through some old R code. This trip down memory lane led to some of my old R...

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Shiny application in production with ShinyProxy, Docker and Debian

September 20, 2018
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Shiny application in production with ShinyProxy, Docker and Debian

You created some great Shiny applications, following our advice of Shiny packaging for example, and you want to put them into production, self-hosting, so that others can enjoy them,...

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New Course: A/B Testing in R

September 20, 2018
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New Course: A/B Testing in R

Here is the course link. Course Description In this course, you will learn the foundations of A/B testing, including hypothesis testing, experimental design, and confounding variables. You will also be exposed...

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Data Science With R Series – Week 1

September 20, 2018
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Data Science With R Series – Week 1

Data Science and Machine Learning in business begins with R. Why? R is the premier language that enables rapid exploration, modeling, and communication in a way that no other...

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binb 0.0.1: binb is not Beamer

September 19, 2018
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binb 0.0.1: binb is not Beamer

Following a teaser tweet two days ago, we are thrilled to announce that binb version 0.0.1 arrived on CRAN earlier this evening. binb extends a little running joke^Htradition I...

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Interactive plots in Shiny

September 19, 2018
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Interactive plots in Shiny

I wish this post existed when I was struggling to add interactive plots to my Shiny app. I was mainly focused on recreating functionality found in other “dashboarding” applications....

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RStudio Connect 1.6.8 – Emails, APIs, and Titles

September 19, 2018
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RStudio Connect 1.6.8 includes additions to custom emails, new user endpoints in the RStudio Connect Server API, support for content descriptions and title changes, and important security and authentication...

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2018-09 Importing General-Purpose Graphics in R

September 19, 2018
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This report discusses some problems that can arise when attempting to import PostScript images into R, when the PostScript image contains coordinate transformations that skew ...

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New Skill Track: Tidyverse Fundamentals with R

September 19, 2018
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New Skill Track: Tidyverse Fundamentals with R

Here is the track link. Track Details In this track, you’ll learn the skills needed to get you up and running with data science in R using the tidyverse. The tidyverse...

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Taking a Tour of the Pirate Ship ‘GitHub DMCA’ with R

September 19, 2018
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Taking a Tour of the Pirate Ship ‘GitHub DMCA’ with R

Despite having sailed through the core components of this year’s Talk Like A Pirate Day R post a few months ago, time has been an enemy of late so...

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Official release of shiny.router and its new features

September 19, 2018
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Official release of shiny.router and its new features

In a web application, routing is the process of using URLs to drive the user interface. Routing adds more possibilities and flexibility while building a complex and advanced web...

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LTV prediction for a recurring subscription with R

September 19, 2018
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LTV prediction for a recurring subscription with R

Customers lifetime value (LTV or CLV) is one of the cornerstones of product analytics because we need to make a lot of decisions for which the LTV is a...

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Radix for R Markdown

September 18, 2018
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Radix for R Markdown

Today we’re excited to announce Radix, a new R Markdown format optimized for scientific and technical communication. Features of Radix include: Reader-friendly typography that adapts well to mobile devices. Flexible figure...

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November 8th & 9th in Munich: Workshop on Deep Learning with Keras and TensorFlow in R

September 18, 2018
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November 8th & 9th in Munich: Workshop on Deep Learning with Keras and TensorFlow in R

Registration is now open for my 1.5-day workshop on deep learning with Keras and TensorFlow using R. It will take place on November 8th & 9th in Munich, Germany. You can...

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I’ll be talking about ‘Decoding The Black Box’ at the Frankfurt Data Science Meetup

September 18, 2018
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I have yet another Meetup talk to announce: On Wednesday, October 26th, I’ll be talking about ‘Decoding The Black Box’ at the Frankfurt Data Science Meetup. Particularly cool with this meetup...

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Le Monde puzzle [#1066]

September 18, 2018
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Le Monde puzzle [#1066]

The second Le Monde mathematical puzzle in the new competition is sheer trigonometry: When in the above figures both triangles ABC are isosceles and the brown segments are all...

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«smooth» package for R. Intermittent state-space model. Part I. Introducing the model

September 18, 2018
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«smooth» package for R. Intermittent state-space model. Part I. Introducing the model

Intro One of the features of functions of smooth package is the ability to work with intermittent data and the data with periodically occurring zeroes. Intermittent time series is...

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Not Hotdog: A Shiny app using the Custom Vision API

September 18, 2018
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Not Hotdog: A Shiny app using the Custom Vision API

I had a great time at the EARL Conference in London last week, and as always came away invigorated by all of the applications of R that were presented...

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Efficient data management and SQL data selection in R

September 18, 2018
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CategoriesData Management Tags Data Manipulation R Programming Tips & Tricks Before running your data analysis, every data scientist needs to make data management, data cleaning and data selection. This can be done in very...

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Essential data cleaning for ad-hoc tasks in R

September 18, 2018
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CategoriesData Management Tags Data Manipulation R Programming Tips & Tricks I must admit that data cleaning sometimes feels like the necessary data step before the fun and also much more value creating process: Analysis!...

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Snakes in a Package: combining Python and R with reticulate

September 18, 2018
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Snakes in a Package: combining Python and R with reticulate

When I first started working as a data scientist (or something like it) I was told to program in C++ and Java. Then R came along and it was...

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Case Study: How To Build A High Performance Data Science Team

September 18, 2018
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Case Study: How To Build A High Performance Data Science Team

Artificial intelligence (AI) has the potential to change industries across the board, yet few organizations are able to capture its value and realize a real return-on-investment. The reality is...

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Dot-Pipe Paper Accepted by the R Journal!!!

September 17, 2018
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Dot-Pipe Paper Accepted by the R Journal!!!

We are thrilled to announce our (my and Nina Zumel’s) paper on the dot-pipe has been accepted by the R-Journal! A huge “thank you” to the reviewers and editors...

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Machine Learning for Insurance Claims

September 17, 2018
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Machine Learning for Insurance Claims

We are pleased to announce a new demo Shiny application that uses machine learning to predict annual payments on individual insurance claims for 10 years into the future. This post...

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Building Reproducible Data Packages with DataPackageR

Building Reproducible Data Packages with DataPackageR

Sharing data sets for collaboration or publication has always been challenging, but it’s become increasingly problematic as complex and high dimensional data sets have become ubiquitous in the life...

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Access the Internet Archive Advanced Search/Scrape API with wayback (+ a links to a new vignette & pkgdown site)

September 17, 2018
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Access the Internet Archive Advanced Search/Scrape API with wayback (+ a links to a new vignette & pkgdown site)

The wayback🔗 package has had an update to more efficiently retrieve mementos and added support for working with the Internet Archive’s advanced search+scrape API. Search/Scrape The search/scrape interface lets...

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