Posts in tag

Machine Learning


The financial sector has historically been nervous about allowing its data to go off premises, making it harder to scale. Now it’s allowing for some data in the cloud to speed AI and data management. Financial services companies are and continue to be focused on maintaining a majority of their mission-critical systems on premises, where they …

Companies need to put cloud and low-code projects back at the top of the priority list. Low-code will make it to the mainstream in 2021 with 75% of development shops adopting this platform, according to Forrester’s 2021 predictions for software development. This shift is due in part to the new working environment and product demands …

Public Health England has admitted that 16,000 confirmed coronavirus cases in the UK were missed from daily figures being reported between September 25 and October 2. The missing figures were subsequently added to the daily totals, but given the importance of these numbers for monitoring the outbreak and making key decisions, the results of the …

We are releasing Opacus, a new high-speed library for training PyTorch models with differential privacy (DP) that’s more scalable than existing state-of-the-art methods. Differential privacy is a mathematically rigorous framework for quantifying the anonymization of sensitive data. It’s often used in analytics, with growing interest in the machine learning (ML) community. With the release of Opacus, …

It’s a common frustration—software updates intended to make our applications run faster inadvertently end up doing just the opposite. These bugs, called performance regressions in the field of computer science, are time-consuming to fix because locating software errors normally requires substantial human intervention. To overcome this obstacle, researchers at Texas A&M University, in collaboration with …

Red Hat, Inc., the world’s leading provider of open source solutions, announced the general availability of Red Hat Ceph Storage 4 to deliver simplified, petabyte-scale object storage for cloud-native development and data analytics. Red Hat Ceph Storage 4 is based on the Nautilus version of the Ceph open source project. Red Hat Ceph Storage 4 can …

Oracle announced the availability of the Oracle Cloud Data Science Platform. At the core is Oracle Cloud Infrastructure Data Science, helping enterprises to collaboratively build, train, manage and deploy machine learning models to increase the success of data science projects. Unlike other data science products that focus on individual data scientists, Oracle Cloud Infrastructure Data …

Overview This guide shows how to install scikit-learn. scikit-learn is a software machine learning library for the Python programming language.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   Installation 01. Activate your virtual environment, or skip …

Overview This guide shows how to install TFLearn. TFLearn Deep learning library featuring a higher-level API for TensorFlow.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   Installation 01. Activate your virtual environment, or skip this step …

Overview This guide shows how to install and verify TensorFlow. TensorFlow is an end-to-end open source platform for machine learning.   Prerequisites Python has been installed Installation on Ubuntu Installation on Windows Optional but recommended. Setup a VirtualEnvironment and Pip has been installed. VirtualEnvironment for Ubuntu   Installation 01. Activate your virtual environment, or skip …