Artificial Intelligence

AI alters middle managers’ work

The introduction of artificial intelligence is a significant part of the digital transformation bringing challenges and changes to the job descriptions among management....

Posit AI Blog: pins 0.4: Versioning

A new version of pins is available on CRAN today, which adds support for versioning your datasets and DigitalOcean Spaces boards! As a quick...

Foreach, Spark 3.0 and Databricks Connect

Behold the glory that is sparklyr 1.2! In this release, the following new hotnesses have emerged into spotlight: A registerDoSpark method to create a...

Encrypted deep learning with Syft and Keras

The word privacy, in the context of deep learning (or machine learning, or “AI”), and especially when combined with things like security, sounds like...

model inversion attack by example

How private are individual data in the context of machine learning models? The data used to train the model, say. There are types of...

Posit AI Blog: Easy PixelCNN with tfprobability

We’ve seen quite a few examples of unsupervised learning (or self-supervised learning, to choose the more correct but less popular term) on this blog. Often,...

Where deep learning meets chaos

For us deep learning practitioners, the world is – not flat, but – linear, mostly. Or piecewise linear. Like other linear approximations, or maybe...

Higher-order Functions, Avro and Custom Serializers

sparklyr 1.3 is now available on CRAN, with the following major new features: Higher-order Functions to easily manipulate arrays and structs Support for Apache Avro,...

How machine learning might improve earthquake prediction

Instances of regular intervals between earthquakes of similar magnitudes have been noted in other places, including Hawaii, but these are the exception,...

Latest articles