Tag: automated machine learning
AWS Adds Explainability to SageMaker
Amazon Web Services is adding an AI explainability reporting feature to its SageMaker machine learning model builder aimed at improving model accuracy. SageMaker Autopilot now generates a model explainability report Read more…
Explorium Platform Billed as App Store for Predictive Models
As the need for more reliable model training grows, so also does investor interest in funding data science startups seeking to leverage automation to track down and match the appropriate data sets to a given model and ap Read more…
Red Hat Ceph 4 Automates Data Management
Data-driven workloads like machine learning and analytics along with the growing demands of distributed application development are driving object storage repositories. Hence, vendors are releasing petabyte-scale options Read more…
Google Adds AutoML to Kaggle
Google has integrated its automated machine learning tools into Kaggle, the data science development site it acquired in 2017, with the goal of expanding access to the site’s more than 3.5 million users. Google has Read more…
NEC’s AutoML Spinoff Takes Off
A data science spinoff from NEC Corp. has raised additional early stage funding to accelerate development of its automated machine learning platform. DotData, San Mateo, Calif, was spun off from its Japanese parent co Read more…
AutoML Tools Emerge as Data Science Difference Makers
The days of handcrafted algorithms aren't quite over, but it's hard to dismiss to impact that automated machine learning (AutoML) is having on the data science field. As companies look to imbue intelligence into their pr Read more…
Three Ways to Close Your Company’s Data Science Skills Gap Now
It should come as no surprise that demand for folks with data science expertise exceeds supply. In fact, according to some McKinsey, there are only half as many qualified data scientists as needed. The good news is the m Read more…
AIOps Emerges as ‘Air Traffic Control’ for IT
Along with reducing IT administrators’ work load by automating manual tasks, so-called AI operations, or AIOps, platforms are also being touted as helping to resolve IT performance issues as well as “anomaly detectio Read more…
ML Toolkit Aims to Ease Data Scientists’ Pain
As the AI services ecosystem expands, vendors are offering automation tools designed to make life easier for embattled data scientists through toolkits used to build machine and deep learning models, and then move those Read more…
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