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Do More With R [video teaser/video series] - R Programming Guide - Tips & Tricks

Do more with R: drag-and-drop ggplot

A new R package creates a simple graphical user interface for ggplot2—and it generates R code for the visualization you create

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R tip: Drag-and-drop ggplot

See how the new graphical user interface for ggplot2 works, thanks to the esquisse R package

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Microsoft smartens up the ML.Net machine learning API

Microsoft’s TensorFlow-compatible machine learning framework debuts a reworked API for more flexible pipelines and improved prediction performance

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The future is cloudy, with a chance of success

True cloud computing metaphors: not every cloud is a rain cloud, and too much rain is disastrous for the unprepared

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SQL tutorial: Learn SQL on PostgreSQL

Follow this step-by-step guide to install PostgreSQL, load data, connect to a database, and execute SQL queries including table joins

Do More With R [video teaser/video series] - R Programming Guide - Tips & Tricks

Reshape data in R with the tidyr package

See how the tidyr R package’s gather and spread functions work. Plus a bonus look at labeling in ggplot2 with the directlabels package

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R tip: Reshape data with tidyr

See how the tidyr R package’s gather and spread functions work. Plus a bonus look at labeling in ggplot2

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Real-time data processing with data streaming: new tools for a new era

Real-time data streaming is still early in its adoption, but over the next few years organizations with successful rollouts will gain a competitive advantage

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The best open source software for machine learning

InfoWorld’s 2018 Best of Open Source Software Award winners in machine learning and deep learning

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Bossies 2018: The Best of Open Source Software Awards

InfoWorld recognizes the leading open source projects for software development, cloud computing, big data, and machine learning

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The best open source software for data storage and analytics

InfoWorld’s 2018 Best of Open Source Software Award winners in databases and data analytics

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The best open source software for software development

InfoWorld’s 2018 Best of Open Source Software Award winners in software development

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How to use Azure ML in Windows 10

With local machine learning support, there’s no need to worry about shipping data to cloud services, especially where bandwidth or data protection can be an issue

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How to solve AI’s reproducibility crisis

Society will never fully trust artificial intelligence’s actions unless they can be shown to produce reasonably repeatable results in line with what their developers claim

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What is a data lake? Flexible big data management explained

A data lake can be a much more flexible repository than a data warehouse. Or it can be a trash dump that grows and grows

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R tip: Schedule R scripts on a Mac

Learn how to run R scripts from the Mac command line. Then, see how to schedule R scripts with cron jobs and the cronR package.

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Review: Keras sails through deep learning

Keras sequential models make deep neural network modeling about as simple as it can be

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LinkedIn open-sources a tool to run TensorFlow on Hadoop

The Tony project uses Hadoop's native scheduler to run TensorFlow jobs, making fault tolerance and GPU usage easier

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