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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
video
R tip: Drag-and-drop ggplot
See how the new graphical user interface for ggplot2 works, thanks to the esquisse R package
Deep Dive
Machine learning megaguide: Amazon, Microsoft, Databricks, Google, HPE, IBM
Download InfoWorld's massive roundup of Amazon, Microsoft, Databricks, Google, HPE, and IBM machine learning toolkits
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
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
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
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
Deep Dive
Quick guide: Learn to crunch big data with R
Get started using the open source R programming language to do statistical computing and graphics on large data sets
video
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
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
The best open source software for machine learning
InfoWorld’s 2018 Best of Open Source Software Award winners in machine learning and deep learning
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
Deep Dive
Build an IoT analytics solution with big data tools
The Internet of things seems futuristic, but real systems are delivering real analytics value today. Here’s some real-world IoT advice from the field
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
The best open source software for software development
InfoWorld’s 2018 Best of Open Source Software Award winners in software development
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
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
Deep Dive
Download the Hadoop Deep Dive
Businesses are using Hadoop across low-cost hardware clusters to find meaningful patterns in unstructured data. In this in-depth PDF, InfoWorld explains how Hadoop works and how you can reap its benefits
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
video
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.
Review: Keras sails through deep learning
Keras sequential models make deep neural network modeling about as simple as it can be
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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