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

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R tip: Quick lookup tables with named vectors

Learn an easy method to use key-value pairs in R

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AWS piles on the machine learning services

Hosted TensorFlow, pay-as-you-go inference serving, reinforcement learning, and automatic data labeling come to the Amazon cloud

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

R tip: Keep your passwords and tokens secure with the keyring package

Saving tokens and passwords in an R environment variable means they’re stored in an unencrypted, clear text file. With the keyring package, your credentials are more secure

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Tutorial: Spark application architecture and clusters

Learn how Spark components work together and how Spark applications run on standalone and YARN clusters

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R tip: Keep passwords and tokens secure with the keyring package

Learn how to store credentials in an encrypted, secure keyring within R

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Machine learning lessons: 5 companies share their mistakes

Machine learning can also go terribly wrong, making you regret that enthusiastic rush to adopt

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7 secrets to predictive analytics success

How to forecast the future with accuracy and confidence.

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R tutorial: How to import data into R

In this book excerpt, learn how to import data into R from spreadsheets, HTML tables, and more

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Why you should use Gandiva for Apache Arrow

An execution engine for Arrow-based in-memory processing, Gandiva brings dramatic performance improvements to analytical workloads

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Review: MXNet deep learning shines with Gluon

With the addition of the high-level Gluon API, Apache MXNet rivals TensorFlow and PyTorch for developing deep learning models

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

How to add sparklines to R tables

When you want to visualize results in each row—such as when each row of data is a trend over time—you can do that inside a new table column with mini inline graphs called sparklines

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R tip: Sparklines in HTML tables

Learn how to add sparklines to HTML tables in R with the DT and sparkline packages

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How to use Knime for data science

Free, open-source Knime allows you to visually assemble data processing “nodes” into machine learning, deep learning, and other analytics workflows

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

Do more with R: Quick interactive HTML tables

See how to create an interactive table with one line of code (and the DT package). Plus, easy customizations

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R tip: Quick Interactive Tables

See how to create an interactive HTML table with one line of code. Plus, plenty of customizations

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Microsoft revamps machine learning tools for Apache Spark

The new open source release integrates Spark with Cognitive Toolkit and other Microsoft machine learning offerings

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Explainable AI: Peering inside the deep learning black box

Why we must closely examine how deep neural networks make decisions, and how deep neural networks can help

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How TiDB combines OLTP and OLAP in a distributed database

The architecture and use cases of a NewSQL hybrid transactional-analytical, MySQL-compatible, horizontally scalable database

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