InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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Propel Shifts Plans to Leverage TensorFlow.js
The Propel JavaScript scientific computing and machine learning library has announced a change in the project's direction. Just a few weeks after Propel's initial launch in March 2018, TensorFlow.js announced its release. Propel's initial efforts extended deeplearn.js and the C implementation of TensorFlow. Tensorflow.js is an evolution of deeplearn.js.
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PyTorch 1.0 Announced for Research and Production AI Projects
In a recent blog post, Bill Jia announced a new 1.0 version of PyTorch. PyTorch is an open source AI framework package for Python with Tensor computation and Deep Neural Networks. The importance of this new release is the reduction in time required to move an AI-driven project from the research phase to production while improving the accuracy and performance of these applications.
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What’s New in Azure Machine Learning?
Matt Winkler delivered a talk at Microsoft Build 2018 explaining what is new in Azure Machine Learning. The new improvements come in several areas: making development easier, single container deployment to make the dev/test loop faster, using the SDK from the Azure Notebook for control, as well as helping people get started solving a particular problem.
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Google Upgrades Its Speech-to-Text Service with Tailored Deep-Learning Models
A month after Google announced breakthroughs in Text-to-Speech generation technologies, the company followed through with a major upgrade of its Speech-to-Text API cloud service. The updated service leverages deep-learning models for speech transcription that are tailored to specific use-cases: short voice commands, phone calls and video and includes adding punctuation to the transcribed text.
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Google I/O Opening Keynote Featured ML Kit, Google Assistant, TPU 3.0 & Host of Other Announcements
For the third time in as many years, Google I/O kicked off yesterday at the Shoreline Amphitheatre in Mountain View, California. Nearly perfect weather greeted the 7,000 attendees who met to learn from Google’s Annual flagship developer conference.
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AWS IoT Analytics Is Now Generally Available
Amazon has made the AWS IoT Analytics service, which provides advanced analysis of data collected from IoT devices, generally available. At re:Invent conference last year, Amazon released a first preview version of AWS IoT Analytics. This service is a part of a broader IoT-focused push by Amazon since this conference.
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CEO Satya Nadella Gives the First Day Keynote at Microsoft Build 2018
Satya Nadella, the CEO of Microsoft, delivered the first day keynote at the Microsoft Build conference in Seattle today. The first part of the keynote was about the opportunities and responsibilities facing Microsoft and the technology community today. The second part presented the focus of the conference: the intelligent cloud and the intelligent edge, specifically Azure and Microsoft 365.
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Q&A on IBM's Fabric for Deep Learning with Chief Architect of Watson
InfoQ caught up with Ruchir Puri, chief architect of Watson, regarding the Fabric for Deep Learning (FfDL).
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Securing IoT Devices with Microsoft's Azure Sphere
To improve security of IoT devices, Microsoft announced Azure Sphere, an end-to-end solution for Internet-connected microcontrollers (MCUs). Azure Sphere has a three-layer architecture based on hybrid microcontrollers running a new IoT-optimized Linux kernel and leveraging a cloud-based security service. The first Azure Sphere chip, the MT3620, is developed by MediaTek Inc.
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Oracle Replaces JavaOne with Oracle Code One
Oracle has announced the end of their flagship Java developer conference, JavaOne. In its place Oracle plans to run a broader developer-focused conference, called Oracle Code One.
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Tensorflow with Javascript Brings Deep Learning to the Browser
Google launched Tensorflow.js, a Javascript implementation of its open-source Tensorflow deep-learning framework during the recent TensorFlow Dev Summit 2018. Tensorflow.js enables training models directly in the browser by leveraging the WebGL JavaScript API for faster computations.
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PayPal's Gimel Analytics Platform Provides Unified Data API and GSQL
Romit Mehta and Deepak Chandramouli from PayPal spoke at the recent QCon.ai Conference about Gimel data analytics platform and how it can be used to commoditize data access. InfoQ spoke with Mehta and Chandramouli about the data platform and its support in the areas of security,
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Dataiku's Latest Release Integrates Deep-Learning for Computer Vision
Collaborative data science platform Dataiku's latest release of its Data Science Studio includes pre-trained deep learning models for image processing. The DSS platform implements each step of a data-science project from data-sourcing and visualization to production deployment. Its machine-learning module supports standard libraries and it integrates with Hadoop and multiple Spark engines.
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Baidu Release Huge Dataset "ApolloScape" for Autonomous Vehicle Research
Baidu, the Chinese internet giant, has released ApolloScape, a massive data-set for autonomous vehicle simulation and research. ApolloScape is an order of magnitude more complex than similar open data-sets. It is part of Apollo, Baidu's vehicle simulation and hardware platform. With this release, Baidu strengthens its position in the automated driving sector.
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Payara Foundation Releases Payara Server 5 and Payara Micro 5
The Payara Foundation recently released version 5 of Payara Server and Payara Micro with a host of new features and upgrades including a fresh new admin console, improvements with clustering, a new database, and support for Java EE 8 and MicroProfile 1.2. Michael Croft, Java middleware consultant at Payara, spoke to InfoQ about this latest release.