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Pandas 1.0 brings big breaking changes
The first major point release of the powerful Python data analysis package removes many features and deprecates many others
Amazon’s AutoGluon automates deep learning for devs
Amazon has launched an open source toolkit to help developers incorporate artificial intelligence in their applications
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How to send text messages from R
See how easily you can send texts directly from an R script with Twilio and the twilio R package
video
How to send SMS text messages from R
See how to send a text message directly from an R script with Twilio and the Twilio R package.
Why data-driven businesses need a data catalog
Enterprises need better tools to learn and collaborate around data sources. Data catalogs with pioneering machine learning capabilities can help you tap your valuable data
Deep learning vs. machine learning: Understand the differences
Both machine learning and deep learning discover patterns in data, but they involve dramatically different techniques
Mitigating the risks of the AI black box
If we don’t understand how machine learning works, how can we trust it? Increasing model transparency creates risks as well as rewards
Artificial intelligence predictions for 2020
Big changes in machine learning applications, tools, techniques, platforms, and standards are on the horizon
How to do spatial analysis in R with sf
See how easy it is to use the sf package for GIS calculations to find the ZIP code for an address in R
video
How to use the sf package in R
See how to do GIS calculations in R with this tutorial on finding the ZIP code for a US address.
A first look at Azure Synapse
Microsoft’s new Azure data analytics platform is an evolution of Azure Data Warehouse
Netflix open sources data science management tool
Metaflow manages Python data science projects end-to-end, works with any machine learning library, and integrates with AWS cloud services
video
Machine learning and AI advancements
The hype around artificial intelligence and machine learning is giving way to real use. Join us as InfoWorld’s Serdar Yegulalp and IDG TECHtalk host Ken Mingis discuss how AI and ML have become easier to put into production, how AI...
3 ways to kick off a devops program
Timing is everything, but so is knowing how CI/CD, IaC, and AIops can impact your business
Simplifying data management in the cloud
Enterprises are bogged down in a sea of data complexity as they expand the use of cloud-native databases. Could self-identifying data be the answer?
How to merge data in R using R merge, dplyr, or data.table
See how to join two data sets by one or more common columns using base R’s merge function, dplyr join functions, and the speedy data.table package
video
How to merge in R
See how to merge data in R three different ways: with base R’s merge function, dplyr’s family of join functions, and the data.table package.
How open source changed everything — again
The biggest open source innovations of the decade, from Git and Docker to data science and the cloud
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