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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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Google’s Plan Towards Go 2: Community Involvement Takes Center Stage
Work on the next major version of Google’s language has already begun with around 120 open proposals candidate to be reviewed for Go 2, writes Google engineer Robert Griesemer. Google also intends to make the Go 2 process much more community-driven.
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Google Introduces AI Hub and Kubeflow Pipelines for Easier ML Deployment
Google is launching two new tools, one proprietary and one open source: AI Hub and Kubeflow pipelines. Both are designed to assist data scientists design, launch and keep track of their machine learning algorithms.
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Google Labs Announces Squoosh: Image Compression PWA
At the 2018 Google Chrome Developer Summit, Google announced Squoosh, an open source image compression Progressive Web App (PWA) that doubles as a practical demonstration of modern web technologies.
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Google Open-Sources Speaker Diarization AI Technology, Claims 92% Accuracy
In a recent blog post, Google announced they have open-sourced their speaker diarization technology, which is able to differentiate people’s voices at a high accuracy rate. Google is able to do this by partitioning an audio stream that includes multiple participants into homogeneous segments per participant.
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Google Open-Sources BERT: A Natural Language Processing Training Technique
In a recent blog post, Google announced they have open-sourced BERT, their state-of-the-art training technique for Natural Language Processing (NLP) . Google has decided to do this, in part, due to a lack of public data sets that are available to developers. In addition, optimizations have been made to Cloud TPUs to reduce the amount of time required for training NLP.
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Google Cloud Announces Transfer Appliance in Beta for Cloud Data Migrations in the EU
Google announced that Transfer Appliance, a high-capacity server that lets customers move large amounts of data to Google Cloud Platform (GCP) quickly and securely, is available in beta in the European Union (EU). Google will handle the data transfer with Transfer Appliance in GCP in the EU, and data will not leave the EU.
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Google Announces a Managed Cron Service: Google Cloud Scheduler
Google announced a new Service on the Google Cloud Platform (GCP) - Cloud Scheduler, a fully managed cron job service that allows any application to invoke batch, big data and cloud infrastructure operations. The service is currently available in beta.
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New Updates to Firebase: Enterprise-Grade Support, ML Kit Face Contours, Management API, and More
Firebase is a service available on the Google infrastructure, enabling developers to build apps for Android, iOS, and the web. Recently, Google updated Firebase with paid enterprise-grade support, ML Kit Face Contours, a Firebase Management API, Test Lab for iOS, Performance Monitoring improvements, and Firebase Predictions.
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New R8 Android Code Shrinker Available in Android Studio 3.3 Beta
Following the migration to D8 as its new Dalvik compiler, Google has been working on a new code shrinker, R8, which is now available in Android Studio 3.3 beta. R8 promises to deliver smaller APK files in less time.
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Google Introduces Carlo, a Node.js Web Rendering Surface
Google announces an early release of Carlo, a Google Labs experiment for creating Node.js applications. Carlo leverages Puppeteer to communicate between Node.js applications and the Chrome web browser.
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Google Releases New Security Features for Compute Engine: Resource-Level IAM and IAM Conditions
Google announced two new Cloud Identity and Access Management (IAM) features to help customers manage their security and access control in the Google Compute Engine better. These features are the resource-level IAM to set policies on individual resources, and IAM conditions to grant access based on predefined conditions.
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Google's Apigee API Platform Enhanced with API Monitoring and "Extensions" to Connect GCP Services
Google Cloud's full lifecycle API Management platform Apigee provides customers control over, and visibility into, the API's that connect applications and data across their enterprises and clouds. Recently, Google announced the general availability of various new Apigee capabilities such as Apigee API monitoring, Apigee extensions, and Apigee hosted targets.
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Google's Cloud Spanner DML Updates and Cloud Bigtable's New Key Visualization Feature
The Google Cloud Platform offers various cloud-native database services, and recently Google updated two of them. The updates affect the Cloud Spanner database service, a managed relational database offering and Cloud Bigtable, a managed NoSQL key value and wide-column database.
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Kotlin 1.3 Introduces Stable Coroutines, Contracts, and More
At KotlinConf 2018 in Amsterdam, Netherlands, JetBrains announced Kotlin 1.3 RC, introducing new language features such as stable coroutines, contracts, inline classes, and more. At KotlinConf, Google and JetBrains also announced their joint effort to establish the Kotlin Foundation.