Posts in tag

Machine Learning


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 …

Computing professionals are on the front lines of almost every aspect of the modern world. They’re involved in the response when hackers steal the personal information of hundreds of thousands of people from a large corporation. Their work can protect – or jeopardize – critical infrastructure like electrical grids and transportation lines. And the algorithms …

PyCon 2019 | Open the Black Box: An Introduction to Model Interpretability in Python Speaker: Kevin Lemagnen   What’s the use of sophisticated machine learning models if you can’t interpret them? In fact, many industries including finance and healthcare require clear explanations of why a decision is made. This tutorial covers recent model interpretability techniques …

PyCon 2019 | Pandas Is For Everyone Speaker: Daniel Chen   Data Science and Machine learning have been synonymous with languages like Python. Libraries like Numpy and Pandas have become the de facto standard when working with data. The DataFrame object provided by Pandas gives us the ability to work with heterogeneous unstructured data that …

Google Cloud Next 2019 | Data Analytics Sessions Google Cloud Next 2019 | How Customers Are Migrating Hadoop to Google Cloud Platform This session provides an overview of how customers are moving their on-premises Apache Hadoop clusters into Google Cloud Platform (GCP). Key concepts discussed: Best practices for running Hadoop distributions on GCP Exploring opportunities …