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Brenda - an Artificial Intelligence Team Member
Brenda uses artificial intelligence with machine learning to monitor the infrastructure, do quality assurance checks and support troubleshooting, handle alerts and communicate critical issues, and apply auto-healing. Sree Rama Murthy Pakkala and Collin Mendons from Swisscom will talk about an AI/ML framework named Brenda, who helps their teams to increase quality at Swiss Testing Day 2020.
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Google Launches the First NVIDIA Ampere A100 GPUs in the Cloud with Computing Engine A2 VMs
In a recent blog post, Google announced the introduction of the Accelerator-Optimized VM (A2) family on Google Compute Engine, based on the NVIDIA Ampere A100 Tensor Core GPU. A2 provides up to 16 GPUs in a single VM and is the first A100-based offering in the public cloud.
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Databricks Contributes MLflow Machine Learning Platform to The Linux Foundation
Databricks, the company behind big data processing and analytics engine Apache Spark, contributes open source machine learning platform MLflow to The Linux Foundation. The announcement was made at the recent Spark AI Summit 2020 Conference which was held as a global virtual event.
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DataStax Announces Cloud Native Database as a Service and AIOps Tools
DataStax announced last month the release of Astra, a cloud-native Database-as-a-Service (DBaaS) built on Apache Cassandra. They also recently announced an AIOps product called Vector that proactively monitors the health of Apache Cassandra clusters.
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Moogsoft Adds Virtual Network Operations Centre Capability
AIOps platform vendor, Moogsoft, has announced the release of Moogsoft Enterprise 8.0, featuring a capability for technology teams to build a virtual Network Operations Centre (NOC). Moogsoft Enterprise consolidates monitoring tools with the intention of helping technology teams reduce noise, prioritize incidents, reduce escalations and ensure uptime.
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Blender, Facebook State-of-the-Art Human-Like Chatbot, Now Open Source
Blender is an open-domain chatbot developed at Facebook AI Research (FAIR), Facebook’s AI and machine learning division. According to FAIR, it is the first chatbot that has learned to blend several conversation skills, including the ability to show empathy and discuss nearly any topic, beating Google's chatbot in tests with human evaluators.
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Audi Releases Autonomous Driving Dataset
Researchers at Audi have released the Audi Autonomous Driving Dataset (A2D2) for developing self-driving cars. The dataset includes camera images, lidar point clouds, and vehicle control information, and over 40,000 frames have been segmented and labelled for use in supervised learning. The dataset can be used for commercial purposes.
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OpenAI Approximates Scaling Laws for Neural Language Models
Artificial intelligence company OpenAI studies empirical scaling laws for language models using cross entropy loss to determine the optimal allocation of a fixed compute budget.
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Report Validates Impact of Visual AI on Test Automation
Empirical data from 288 quality engineers across 101 countries provide insight and credibility behind a report demonstrating the benefits of Visual AI in the field of test automation. The report comes from Applitools, a company that sells functional and visual testing tools using visual AI.
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Amazon Announces General Availability of AWS Deepcomposer
Recently, Amazon announced the general availability of Deepcomposer, a service in AWS, which provides developers with a creative way to learn Machine Learning (ML). Deepcomposer is a machine learning-enabled keyboard for developers, and is available for purchase.
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COVID-19 and AI: Virtual Conference at Stanford Discusses the Future
The Stanford Institute For Human-Centered Artificial Intelligence approaches COVID-19 from a wide variety of perspectives.
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AlphaFold Algorithm Predicts COVID-19 Protein Structures
DeepMind uses AlphaFold to predict 3D protein structures straight from amino acid sequences for novel coronavirus 2019 (NCOVID-2019).
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Data Science Community Reacts to COVID-19 Pandemic
The data science community has reacted with fervor to the COVID-19 pandemic, with numerous articles from a data-oriented perspective and both official and grassroot efforts to provide access to data and utilize ML techniques to help deal with the crises across industry, academia and governmental organizations worldwide.
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Google Announces Cloud AI Platform Pipelines to Simplify Machine Learning Development
In a recent blog post, Google announced the beta of Cloud AI Platform Pipelines, which provides users with a way to deploy robust, repeatable machine learning pipelines along with monitoring, auditing, version tracking, and reproducibility.
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Researchers Publish Survey of Explainable AI
A team of researchers from IBM Watson and Arizona State University have published a survey of work in Explainable AI Planning (XAIP). The survey covers the work of 67 papers and charts recent trends in the field.