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Google Introduces TensorFlow Developer Certification
Google has launched a certification program for its deep-learning framework TensorFlow. The certification exam is administered using a PyCharm IDE plugin, and candidates who pass can be listed in Google's world-wide Certification Directory.
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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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Google's MediaPipe Machine Learning Framework Web-Enabled with WebAssembly
Google recently presented MediaPipe graphs for browsers, enabled by WebAssembly and accelerated by the XNNPack ML Inference Library. As previously demonstrated on mobile (Android, iOS), MediaPipe graphs allow developers to build and run machine-learning (ML) pipelines, to achieve complex tasks.
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Google Announces Beta Launch of Cloud AI Platform Pipelines
Google Cloud Platform (GCP) recently announced the beta launch of Cloud AI Platform Pipelines, a new product for automating and managing machine learning (ML) workflows, which leverages the open-source technologies TensorFlow Extended (TFX) and Kubeflow Pipelines (KFP).
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TensorFlow Quantum Joins Quantum Computing and Machine Learning
TensorFlow Quantum (TFQ) brings Google quantum computing framework Cirq and TensorFlow together to enable the creation of quantum machine learning (ML) models.
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Go Gets New Reflection-Based Protocol Buffers API
Go's new bindings for protocol buffers, Google's language-neutral data interchange format that aims to replace JSON for high-performance applications, aim to merge the protocol buffer type system within Go's type system and enable its manipulation at runtime.
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Google Expands Open Images Dataset and Adds New Localized Narratives Annotation
Google AI has just released a new version (V6) of their photo dataset Open Images, which now includes an entirely new type of annotation called localized narratives. These multimodal descriptions of images incorporate synchronized voice, text, and mouse trace annotations that provide more in-depth training data for what is already one of the largest open "source annotated" image datasets.
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CNCF Fund a Bug Bounty Program for Kubernetes
The Kubernetes Product Security Committee has launched a new bug bounty program, funded by the The Cloud Native Computing Foundation (CNCF), to reward security researchers for finding vulnerabilities in the Kubernetes' codebase, as well as the build and release processes, with bounties ranging from $100 to $10,000.
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Developers Can Now Get Access to Google Glass Enterprise 2
Google has removed restrictions for official third-party resellers to sell Google Glass Enterprise Edition 2 directly to developers. Far from opening Google Glass to consumers, this decision aims to make it easier to develop specialized enterprise applications based on Google Glass Enterprise Edition.
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Bazel 2.0 Released with Performance and Stability Improvements
Bazel, the build and test tool that is based off of Google's internal build tool Blaze, recently released version 2.0. This release introduces a few flagged changes that will be incompatible with past versions as well as a number of other stability and performance improvements.
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Google Open-Sources Reformer Efficient Deep-Learning Model
Researchers from Google AI recently open-sourced the Reformer, a more efficient version of the Transformer deep-learning model. Using a hashing trick for attention calculation and reversible residual layers, the Reformer can handle text sequences up to 1 million words while consuming only 16GB of memory on a single GPU accelerator.
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Confluent Offers Apache Kafka as a Service on the GCP Marketplace
In a recent blog post, Confluent announced the general availability of Confluent Cloud on the Google Cloud Platform (GCP) Marketplace. Confluent Cloud is a fully managed Apache Kafka service, which removes the burden of its users to manage Kafka themselves.
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Google Introduces E2 Family of VMs in Beta for Google Compute Engine
In a recent blog post, Google announced its new E2 family of general-purpose VMs for Google Compute Engine are available in beta. With E2, Google aims to provide customers with flexible, performance-driven, and cost-effective VMs for Google Compute Engine on its Google Cloud Platform (GCP).
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Apple, Google, Amazon, And Others Team Up to Create New Smart Home Standard
Connected Home over IP is a recently announced, joint effort by Apple, Google, Amazon, and the Zigbee Alliance to define a connectivity standard for smart home products. To accelerate this initiative, Apple has open sourced parts of its core technology for smart home connectivity.
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Google Open-Sources ALBERT Natural Language Model
Google AI has open-source A Lite Bert (ALBERT), a deep-learning natural language processing (NLP) model, which uses 89% fewer parameters than the state-of-the-art BERT model, with little loss of accuracy. The model can also be scaled-up to achieve new state-of-the-art performance on NLP benchmarks.