InfoQ Homepage Machine Learning Content on InfoQ
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OpsRamp Announces Improved Service Centricity, AIOps and Cloud Monitoring
OpsRamp, a service-centric AIOps software-as-a-service (SaaS) platform for the hybrid enterprise, has announced new topology maps, enhanced artificial intelligence for IT operations (AIOps) features and new monitoring capabilities for cloud native workloads.
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Grady Booch on the Future of AI
According to Grady Booch, most current AI systems are about pattern matching of signals at the edge and inductive reasoning, not true Artificial Intelligence. During his second day keynote at the 2018 QCon San Francisco, "Building the Enchanted Land", he explained his view that AI today is a "system engineering problem with AI components."
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Exploring the Relationship between Quantum Computers and Machine Learning
The Google AI Quantum team recently published two papers that contribute to the exploration of the relationship between quantum computers and machine learning. InfoQ has spoken with Google senior research scientist Jarrod McClean to better understand the importance of these results.
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Amazon Offers Sustainability Datasets for Analysis
Amazon Web Services Open Data (AWSOD) and Amazon Sustainability (AS) are working together to make sustainability datasets available on the AWS Simple Storage Service (S3), and they are removing the undifferentiated heavy lifting by pre-processing the datasets for optimal retrieval. Sustainable datasets are commonly from satellites, geological studies, weather radars, agricultural studies, etc.
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Protecting Artificial Intelligence from Itself
Applications using artificial intelligence can be fooled by adversarial examples, creating confusion in the model decisions. Input sanitization can help by filtering out improbable inputs before they are given to the model, argued Katharine Jarmul at Goto Berlin 2018. We need to start thinking of the models and the training data we put into them as potential security breaches, she said.
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Amazon Introduces AWS RoboMaker for Building Intelligent Robotic Applications
At the recent AWS re:Invent 2018 conference, Amazon introduced AWS RoboMaker, a service that simplifies the development, testing and deployment of intelligent robotic applications at scale. RoboMaker includes extensions for the Robot Operating System (ROS) that enable cloud connectivity to AWS to take advantage of machine learning, cognitive, monitoring and analytics services.
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Facebook Open-Sources PyText for Faster Natural Language Processing Development
In a recent blog post, Facebook announced they have open-sourced PyText, a modeling framework, used in natural language processing (NLP) systems. PyText is a library built upon PyTorch and improves the effectiveness of promoting experimentation projects to large-scale production deployments.
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Microsoft Previews Neural Network Text-To-Speech Capabilities
In a recent blog post, Microsoft announced a public preview of their neural network-powered text-to-speech capability, which is part of their Azure Cognitive Services offering. Within this release, the service makes computer generated voices indistinguishable from actual recordings. This technology has applications in chatbots, virtual assistants and converting digital text into audio books.
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Connecting Business Challenges and Emerging Technologies
Caragh O'Carroll spoke about three emerging technologies at Women in Tech Dublin 2018: Blockchain, robotic process automation, and artificial intelligence and machine learning. She explored how these technologies provide solutions to the challenges that businesses are facing.
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Q&A with Christoph Windheuser on AI Applications in the Industry
Increased hardware power and huge amounts of data are making existing machine learning approaches like pattern recognition, natural language processing, and reinforcement learning possible. Artificial Intelligence is impacting the development process; it’s increasing the complexity of things like version control, CI/CD and testing.
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Microsoft Announces AI-Assisted IntelliCode for TypeScript and JavaScript in VS Code
Beyond the typical IntelliSense or code completion developers have come to appreciate, earlier this year Microsoft announced IntelliCode, a set of capabilities that provide AI-assisted development. The VS Code team has now announced a new experimental extension to bring IntelliCode to TypeScript and JavaScript users.
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TensorSpace.js Delivers Neural Network 3D Visualization Framework
TensorSpace.js provides an open source browser-based neural network data visualization framework to complement the growing machine learning landscape by supporting pre-trained models created with TensorFlow.js, Keras, or TensorFlow.
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Azure Machine Learning Services Now Generally Available
Microsoft has announced the general availability of the Azure Machine Learning service. Azure Machine Learning automates machine learning to make it easier to build, train and deploy models. The service is generally available now, with pricing to go into effect February 1, 2019.
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QCon.ai San Francisco 2019: AI & ML Conference Focused on Software Engineers Announces Tracks
QCon.ai, the first conference from the people behind QCon and InfoQ focused solely on artificial intelligence and machine learning for the software engineer, announces the tracks for the 2019 conference.
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AWS Marketplace Offers Machine Learning Algorithms and Model Packages
Amazon Web Services is offering machine learning algorithms and model packages on their AWS Marketplace. This was announced at AWS re:Invent Conference last week.