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Google Cloud Announces Managed Machine Learning Platform Vertex AI
At the recent Google I/O 2021 conference, the cloud provider announced the general availability of Vertex AI, a managed machine learning platform designed to accelerate the deployment and maintenance of artificial intelligence models.
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Pyodide Brings Python and Its Scientific Stack to the Browser with WebAssembly
Mozilla announced that Pyodide, which aims at providing a full Python data science stack running entirely in the browser, has become an independent community-driven project. Pyodide uses the CPython 3.8 interpreter compiled to WebAssembly, and thus allows using Python, NumPy, Pandas, Matplotlib, SciPy, and more in Iodide, an experimental interactive scientific computing environment for the web.
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IBM Introduces Watson Orchestrate for Task Automation
At the recent Think conference, IBM introduces an AI-powered automation tool called Watson Orchestrate. It is currently in preview in IBM Cloud Paks for Automation and expected to be generally available later in 2021 as an SaaS offering.
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Amazon Open Sources DeepRacer Device Software
Amazon has recently open-sourced the DeepRacer device software, the software used to run AWS DeepRacer. The 1/18th scale autonomous vehicle and the DeepRacer events allow developers to create machine learning models and race them in a cloud based 3D racing simulator.
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AWS Announces a Data Management and Analytics Solution Called Amazon FinSpace
Recently, AWS announced a data management and analytics solution purpose-built for the Financial Services Industry (FSI) called Amazon FinSpace. The service aims to reduce the time it takes for financial analysts to find and access all types of financial data for analysis.
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Google DeepMind’s NFNets Offers Deep Learning Efficiency
Google’s DeepMind AI company recently released NFNets, a normalizer-free ResNet image classification model that achieved a training performance of 8.7x faster than current state-of-the-art EfficientNet. In addition, it helps neural networks to generalize better.
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Microsoft Announces a Hologram-Based Mixed-Reality Communication Platform Called Microsoft Mesh
During the recent virtual Ignite conference, Microsoft announced Microsoft Mesh, an Azure-based cloud platform allowing developers to build immersive, multi-user, cross-platform mixed reality apps. Customers can leverage Mesh to enhance virtual meetings, conduct virtual design sessions, assist remote work better, learn together virtually, and host virtual social gatherings and meet-ups.
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Azure Arc-Enabled Machine Learning Is Now in Preview
Azure Arc is Microsoft's offering for allowing customers to bring Azure services and management to any infrastructure, including AWS and Google Cloud. This year, during the virtual Ignite conference, the company announced the preview of Azure Arc-enabled machine learning, which extends Azure machine learning capabilities to hybrid and multi-cloud environments.
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NLP Library spaCy 3.0 Features Transformer-Based Models and Distributed Training
AI software makers Explosion announced version 3.0 of spaCy, their open-source natural-language processing (NLP) library. The new release includes state-of-the-art Transformer-based pipelines and pre-trained models for 17 languages.
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Google Open-Sources Trillion-Parameter AI Language Model Switch Transformer
Researchers at Google Brain have open-sourced the Switch Transformer, a natural-language processing (NLP) AI model. The model scales up to 1.6T parameters and improves training time up to 7x compared to the T5 NLP model, with comparable accuracy.
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Microsoft Announces Limited Access to Its Neural Text-to-Speech AI
Recently, Microsoft announced limited access to its neural text-to-speech AI called Custom Neural Voice. The service allows developers to create custom synthetic voices.
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Kaggle Publishes 2020 State of Machine Learning and Data Science Report
Kaggle has published a report on the State of Machine Learning and Data Science for 2020. The report is based on survey responses from over two thousand users currently employed as data scientists. The report notes that the "vast majority" of data scientists are under 35 years of age, two-thirds have a graduate degree, and most have less than 10 years coding experience.
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OpenAI Announces GPT-3 Model for Image Generation
OpenAI has trained a 12B-parameter AI model based on GPT-3 that can generate images from textual description. The description can specify many independent attributes, including the position of objects as well as image perspective, and can also synthesize combinations of objects that do not exist in the real world.
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AWS Announces Enhanced Console Experience and New v2 APIs for Amazon Lex
AWS recently announced updates to Amazon Lex, a service for building conversational interfaces into any application using voice and text. The service now has an enhanced management console and new V2 APIs, including continuous streaming capability.
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Facebook Open-Sources Multilingual Speech Recognition Deep-Learning Model
Facebook AI Research (FAIR) open-sourced Cross-Lingual Speech Recognition (XSLR), a multilingual speech recognition AI model. XSLR is trained on 53 languages and outperforms existing systems when evaluated on common benchmarks.