Podcasts about amazon sagemaker ground truth

Cosa si intende per computer vision e quali sfide tecnologiche vanno risolte per riuscire ad analizzare immagini e video nel cloud? Chi sono gli Amazon Scholars e quali temi di ricerca vengono affrontati in AWS? In questo episodio ospito Pietro Perona, professore al California Institute of Technology ed esperto di computer vision. Parleremo di come questa esperienza trentennale ha portato alla realizzazione ed al miglioramento di servizi come Amazon SageMaker Ground Truth e Amazon Rekognition, di alcuni progetti e libri interessanti, e di quali sfide aperte riserva il futuro. Link: Bias whitepaper. Link: iNaturalist. Link: Merlin Bird ID. Link: Dive into Deep Learning.

In this episode Nick and Rob share the top launches from AWS including interviews with AWS CodeArtifact, Amazon Neptune and Amazon SageMaker Ground Truth

最新情報を "ながら" でキャッチアップ！ ラジオ感覚放送 「毎日AWS！」 おはようございます、サーバーワークスの加藤です。 今日は 7/9 に出た 16件のアップデートをご紹介。 感想は Twitter にて「#サバワ」をつけて投稿してください！ ■ UPDATE ラインナップ Docker と AWS が協同 - AWS Fargate ベースの Amazon ECS へのアプリケーションデプロイをサポートする Amazon ECS が コンテナのデプロイと操作を行う新しいCLIツール、AWS Copilot を発表 AWS IoT Core が単一のIoTデバイスに対して複数のシャドウをサポート Amazon SageMaker Ground Truth が 動画のラベリングをサポート Amazon Keyspaces が継続的にテーブルデータをバックアップできるように AWS IoT SiteWise が一般利用可能に AWS WAF Security Automations が WAFv2 API をサポート Amazon Comprehend がリアルタイムカスタムエンティティ認識機能を発表 AWS Config が 28 のマネージドルールを追加 AWS WAF が X-Forwarded-For ヘッダーをサポート Amazon Fraud Detector (プレビュー) がnormalized model scoresを発表 Amazon RDS API が AWS Private Link をサポート AWS RoboMaker がRobot OS 向けの ROSbag をS3にアップロードするエクステンションをリリース Amazon EBS direct API を用いてあらゆるブロックストレージからスナップショットを作成できるように Amazon Forecast がタグづけをサポート AWS Well-Architected Framework と AWS Well-Architected Tool がアップデート ■ サーバーワークスSNS Twitter / Facebook ■ サーバーワークスブログ サーバーワークスエンジニアブログ

In this episode, I go through our latest announcements on Amazon Polly, Amazon Rekognition, Amazon Lex, Amazon Personalize, and Amazon SageMaker Ground Truth. I demo how to use a Lex chatbot for search queries on Kendra.⭐️⭐️⭐️ Don't forget to subscribe to be notified of future episodes ⭐️⭐️⭐️Rekognition blog post: https://aws.amazon.com/blogs/media/streamline-media-analysis-tasks-with-amazon-rekognition-video/Kendra blog post: https://aws.amazon.com/blogs/aws/reinventing-enterprise-search-amazon-kendra-is-now-generally-available/SageMaker Ground Truth blog post: https://aws.amazon.com/blogs/aws/new-label-3d-point-clouds-with-amazon-sagemaker-ground-truth/For more content:* AWS blog: https://aws.amazon.com/blogs/aws/auth...* Medium blog: https://medium.com/@julsimon * YouTube: https://youtube.com/juliensimonfr * Podcast: http://julsimon.buzzsprout.com * Twitter https://twitter.com/@julsimon

In this episode, I go through our latest announcements on Amazon Forecast, Amazon Personalize, Amazon SageMaker Ground Truth, AWS Deep Learning AMIs, and Amazon Elastic Inference.⭐️⭐️⭐️ Don't forget to subscribe to be notified of future episodes ⭐️⭐️⭐️Additional resources mentioned in the podcast:AWS Solutions: https://aws.amazon.com/solutions/Amazon SageMaker Ground Truth end to end demo: https://www.youtube.com/watch?v=oEcH8amMcT8Amazon Elastic Inference: https://aws.amazon.com/blogs/machine-learning/category/artificial-intelligence/amazon-elastic-inference/This podcast is also available in video at https://youtu.be/H8VjSI6Czy8 For more content:AWS blog: https://aws.amazon.com/blogs/aws/author/julsimonMedium blog: https://medium.com/@julsimon YouTube: https://youtube.com/juliensimonfr Podcast: http://julsimon.buzzsprout.com Twitter https://twitter.com/@julsimon

In this episode, I talk about new features on Amazon Lex (chatbots), Amazon Textract (text extraction), Amazon Personalize (recommendation & personalization), and Amazon Transcribe (speech to text). I also demo profanity filtering with Transcribe (run for cover!).⭐️⭐️⭐️ Don't forget to subscribe to be notified of future episodes ⭐️⭐️⭐️Additional resources mentioned in the podcast:* Amazon SageMaker Ground Truth demo: https://www.youtube.com/watch?v=oEcH8amMcT8* Amazon Textract demo: https://youtu.be/8kobcRynTTA* Introduction to Graph Convolutional Networks: https://youtu.be/2bfxnj1J00AThis podcast is also available in video: https://www.youtube.com/watch?v=BretMPkpipgFor more content, follow me at https://medium.com/@julsimon and at https://twitter.com/@julsimon

Successful machine learning models are built on high-quality training datasets. Typically, the task of data labeling is distributed across a large number of humans, adding significant overhead and cost. This session explains how Amazon SageMaker Ground Truth reduces cost and complexity using techniques designed to improve labeling accuracy and reduce human effort. We walk through best practices for building highly accurate training datasets and discuss how you can use Amazon SageMaker Ground Truth to implement them.

Simon & Nicki are joined by a live audience to record a great set of cool updates for customers! Chapters: 1:20 Infrastructure 1:33 Developer Tools 3:50 Storage 4:28 Compute 6:13 Database 10:22 Analytics 13:01 IoT 13:23 End User Computing 14:08 Machine Learning 17:03 Networking 18:22 Customer Engagement 18:37 Application Integration 19:12 Game Tech 19:47 Media Services 20:44 Management and Governance 23:20 Robotics 24:26 Migration 25:03 Security 25:38 Training & Certification 26:05 Audience Q&A Shownotes: Topic || Infrastructure Announcing the AWS Asia Pacific (Hong Kong) Region | https://aws.amazon.com/about-aws/whats-new/2019/04/announcing-the-aws-asia-pacific-hong-kong-region/ Topic || Developer Tools AWS Amplify Console Now Supports Deploying Fullstack Serverless Applications with a Single Click | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-amplify-console-now-supports-deploying-fullstack-serverless-/ Amplify Framework Simplifies Configuring OAuth 2.0 Flows, Hosted UI, and AR/VR Scenes for Mobile and Web Apps | https://aws.amazon.com/about-aws/whats-new/2019/04/amplify-framework-simplifies-configuring-oauth-2-0-flows--hosted/ Amplify Framework Announces New Amazon Aurora Serverless, GraphQL, and OAuth Capabilities | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-amplify-announces-new-amazon-aurora-serverless--graphql--and/ AWS Amplify Console adds support for Custom Headers | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-amplify-console-adds-support-for-custom-headers/ AWS Amplify Console Now Available in Five Additional Regions | https://aws.amazon.com/about-aws/whats-new/2019/04/amplify-console-now-available-in-five-additional-regions/ AWS Device Farm Remote Access for Manual Testing on real Android and iOS devices now supports Android OS 8+ and iOS 11+ devices | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-device-farm-remote-access-for-manual-testing-on-real-android/ Topic || Storage New AWS Public Datasets Available from National Renewable Energy Laboratory, Nanyang Technological University, Stanford, Software Heritage and others | https://aws.amazon.com/about-aws/whats-new/2019/04/new-aws-public-datasets-available-from-national-renewable-energy/ Topic || Compute Amazon EC2 T3a Instances Are Now Generally Available | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-ec2-t3a-instances-are-now-generally-available/ Amazon EKS Now Delivers Kubernetes Control Plane Logs to Amazon CloudWatch | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-eks-now-delivers-kubernetes-control-plane-logs-to-amazon-/ Amazon EKS Supports EC2 A1 Instances as a Public Preview | https://aws.amazon.com/about-aws/whats-new/2019/04/-amazon-eks-supports-ec2-a1-instances-as-a-public-preview-/ AWS Elastic Beanstalk extends Tag-Based Permissions | https://aws.amazon.com/about-aws/whats-new/2019/04/aws_elastic_beanstalk_extends_tag-based_permissions/ AWS ParallelCluster 2.3.1 with enhanced support for Slurm Workload Manager is available now | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-parallelcluster-slurm-enhancements/ Topic || Databases Amazon RDS now supports per-second billing | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-rds-per-second-billing/ Amazon RDS for Oracle Now Supports Database Storage Size up to 64TiB | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-rds-for-oracle-now-supports-64tib/ Amazon RDS Enhanced Monitoring Adds New Storage and Host Metrics | https://aws.amazon.com/about-aws/whats-new/2019/04/enhanced-monitoring-supports-additional-metrics/ Amazon RDS for PostgreSQL Now Supports Multi Major Version Upgrades to PostgreSQL 11 | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-rds-postgresql-supports-multi-major-version-upgrades/ Amazon RDS for PostgreSQL Now Supports Data Import from Amazon S3 | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-rds-postgresql-supports-data-import-from-amazon-s3/ Amazon Aurora and Amazon RDS Enable Faster Migration from MySQL 5.7 Databases | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon_aurora_and_amazon_rds_enable_faster_migration_from_mysql_57_databases/ Amazon Aurora Serverless Supports Sharing and Cross-Region Copying of Snapshots | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon_aurora_serverless_now_supports_sharing_and_cross-region_copying_of_snapshots/ AWS simplifies replatforming of Microsoft SQL Server databases from Windows to Linux | https://aws.amazon.com/about-aws/whats-new/2019/04/windows-to-linux-replatforming-assistant-sql-server-databases/ Amazon Redshift now provides more control over snapshots | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-redshift-now-provides-more-control-over-snapshots/ AWS specifies the IP address ranges for Amazon DynamoDB endpoints | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-specifies-the-ip-address-ranges-for-amazon-dynamodb-endpoints/ Now you can tag Amazon DynamoDB tables when you create them | https://aws.amazon.com/about-aws/whats-new/2019/04/now-you-can-tag-amazon-dynamodb-tables-when-you-create-them/ DynamoDBMapper now supports Amazon DynamoDB transactional API calls | https://aws.amazon.com/about-aws/whats-new/2019/04/dynamodbmapper-now-supports-amazon-dynamodb-transactional-api-calls/ Topic || Analytics Amazon Elasticsearch Service announces support for Elasticsearch 6.5 | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-elasticsearch-service-announces-support-for-elasticsearch-6-5/ Amazon Elasticsearch Service adds event monitoring and alerting support | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-elasticsearch-service-adds-event-monitoring-and-alerting-support/ Amazon Elasticsearch Service now offers improved performance at lower costs with C5, M5, and R5 instances | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-elasticsearch-service-now-offers-improved-performance-at-lower-costs-with-C5-M5-R5-instances/ AWS Glue now supports additional configuration options for memory-intensive jobs | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-glue-now-supports-additional-configuration-options-for-memory-intensive-jobs/ Announcing EMR release 5.22.0: Support for new versions of HBase, Oozie, Flink, and optimized EBS configuration for improved IO performance for applications such as Spark | https://aws.amazon.com/about-aws/whats-new/2019/04/announcing-emr-release-5220-support-for-new-versions-of-hbase-oozie-flink-and-optimized-ebs-configuration-for-improved-io-performance-for-applications-such-as-spark/ Amazon Kinesis Data Streams changes license for its consumer library to Apache License 2.0 | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon_kinesis_data_streams_changes_license_for_its_consumer_library_to_apache_license_2_0/ Amazon MSK expands its open preview into AP (Singapore) and AP (Sydney) AWS Regions | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon_msk_expands_its_open_preview_into_ap_singapore_and_ap_sydney_aws_regions/ Amazon QuickSight now supports localization, percentile calculations and more | https://aws.amazon.com/about-aws/whats-new/2019/04/Amazon_QuickSight_now_supports_localization_percentile_calculations_and_more/ Topic || IoT Amazon FreeRTOS Now Supports Resource Tagging | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-freertos-now-supports-resource-tagging/ AWS IoT Analytics Now Supports Single Step Setup of IoT Analytics Resources from AWS IoT Core | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-iot-analytics-now-supports-single-step-setup-of-iot-analytic/ Topic || End User Computing AWS Client VPN is Now Available in Four Additional AWS Regions | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-client-vpn-is-now-available-in-four-additional-aws-regions/ Amazon WorkDocs Migration Service | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon_workdocs_migration_service/ Amazon WorkDocs Document Approvals | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-workdocs-document-approval/ Topic || Machine Learning Amazon SageMaker Now Offers Reduced Prices in the Asia Pacific (Tokyo) and Asia Pacific (Seoul) AWS Regions | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-sagemaker-now-offers-reduced-prices-in-the-asia-pacific--/ Amazon SageMaker Now Supports Greater Control of Root Access to Notebook Instances | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-sagemaker-now-supports-greater-control-of-root-access-to-/ Amazon SageMaker Ground Truth announces new features to simplify workflows, new data labeling vendors, and expansion in the Asia Pacific region | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-sagemaker-ground-truth-announces-new-features-to-simplify/ Amazon Transcribe now supports real-time speech-to-text in British English, French, and Canadian French | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-transcribe-now-supports-real-time-speech-to-text-in-british-english-french-and-canadian-french/ Amazon Polly Adds Arabic Language Support | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-polly-adds-arabic-language-support/ Amazon Comprehend Now Supports Confusion Matrices for Custom Classification | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-comprehend-now-supports-confusion-matrices-for-custom-classification/ AWS DeepLens Introduces New Bird Classification Project Template | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-deeplens-bird-classification/ Topic || Networking Amazon CloudFront enhances the security for adding alternate domain names to a distribution | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-cloudfront-enhances-the-security-for-adding-alternate-domain-names-to-a-distribution/ Amazon CloudFront is now Available in Mainland China | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-cloudfront-is-now-available-in-mainland-china/ Expanding AWS PrivateLink support for Amazon Kinesis Data Firehose | https://aws.amazon.com/about-aws/whats-new/2019/04/expanding_aws_privatelink_support_for_amazon_kinesis_data_firehose/ AWS Global Accelerator is Now Available in Six Additional Regions | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-global-accelerator-is-now-available-in-six-additional-regions/ Topic || Customer Engagement Amazon Pinpoint Now Offers an Analytics Dashboard for Transactional SMS Messages | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-pinpoint-now-offers-an-analytics-dashboard-for-transactional-sms-messages/ Topic || Application Integration AWS AppSync Now Supports Tagging GraphQL APIs | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-appsync-now-supports-tagging-graphql-apis/ Amazon MQ now supports ActiveMQ Minor Version 5.15.9 | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-mq-now-supports-activemq-minor-version-5-15-9/ Topic || Game Tech Amazon GameLift Realtime Servers Now Available | https://aws.amazon.com/about-aws/whats-new/2019/04/amazon-gameLift-realtime-servers-now-available/ Topic || Media Services AWS Elemental MediaPackage and MediaTailor improve support for DASH Endpoints and Monetization | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-elemental-mediapackage-and-mediatailor-improve-support-for-dash-endpoints-and-monetization/ AWS Elemental MediaLive Offers Lower Cost Live Channels with Single-Pipeline Option | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-elemental-medialive-offers-lower-cost-live-channels-with-single-pipeline-option/ Speed Up Video Processing With New Accelerated Transcoding in AWS Elemental MediaConvert | https://aws.amazon.com/about-aws/whats-new/2019/04/speed-up-video-processing-with-new-accelerated-transcoding-in-aws-elemental-mediaconvert/ AWS Elemental MediaStore Now Supports Chunked Object Transfer to Enable Ultra-Low Latency Video Workflows | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-elemental-mediastore-now-supports-chunked-object-transfer-to-enabling-ultra-low-latency-video-workflows/ Topic || Management and Governance AWS CloudFormation Coverage Updates for Amazon EC2, Amazon ECS and Amazon Elastic Load Balancer | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-cloudformation-coverage-updates-for-amazon-ec2--amazon-ecs-a/ AWS Systems Manager Session Manager Enables Session Encryption Using Customer Keys | https://aws.amazon.com/about-aws/whats-new/2019/04/AWS-Systems-Manager-Session-Manager-Enables-Session-Encryption-Using-Customer-Keys/ AWS Systems Manager Now Supports Use of Parameter Store at Higher API Throughput | https://aws.amazon.com/about-aws/whats-new/2019/04/aws_systems_manager_now_supports_use_of_parameter_store_at_higher_api_throughput/ AWS Systems Manager Parameter Store Introduces Advanced Parameters | https://aws.amazon.com/about-aws/whats-new/2019/04/aws_systems_manager_parameter_store_introduces_advanced_parameters/ Query AWS Regions Endpoints and More | https://aws.amazon.com/blogs/aws/new-query-for-aws-regions-endpoints-and-more-using-aws-systems-manager-parameter-store/ AWS Service Catalog Announces Tag Updating | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-service-catalog-announces-tag-updating/ Topic || Robotics Announcing AWS RoboMaker Cloud Extensions for Robot Operating System (ROS) Melodic | https://aws.amazon.com/about-aws/whats-new/2019/04/announcing-aws-robomaker-cloud-extensions-for-robot-operating-sy/ NICE DCV Now Supports MacOS Native Clients | https://aws.amazon.com/about-aws/whats-new/2019/04/nice-dcv-now-supports-macos-native-clients/ Topic || Migration Announcing Azure to AWS migration support in AWS Server Migration Service | https://aws.amazon.com/about-aws/whats-new/2019/04/announcing_azure_awsmigration_servermigrationservice/ Topic || Security AWS Certificate Manager Private Certificate Authority is now available in five additional regions | https://aws.amazon.com/about-aws/whats-new/2019/04/AWS-Certificate-Manager-Private-Certificate-Authority-is-now-available-in-five-additional-regions/ AWS Single Sign-On now offers certificate customization to support your corporate policies | https://aws.amazon.com/about-aws/whats-new/2019/04/you-can-now-customize-the-aws-single-sign-on-certificate-to-meet-your-corporate-security-requirements/ Topic || Training and Certification AWS Certification Triples its Testing Locations, Making it Even More Convenient to Get Certified | https://aws.amazon.com/about-aws/whats-new/2019/04/aws-certification-triples-testing-locations/ Announcing the New AWS Certified Alexa Skill Builder - Specialty Exam | https://aws.amazon.com/about-aws/whats-new/2019/04/new-awsexam-certified-alexa-skill-builder-specialty/

Andy Jassy, CEO of Amazon Web Services, delivers his AWS re:Invent 2018 keynote, featuring the latest AWS news and announcements. Learn more about AWS at - https://amzn.to/2RiLQte. Topics: 00:01:10 AWS business update 00:05:00 Cloud market share 00:22:00 Glacier Deep Archive 00:25:45 Amazon FSx 00:32:30 Dean Del Vecchio, Guardian - CIO 00:43:45 AWS Control Tower 00:47:00 AWS Security Hub 00:49:20 AWS Lake Formation 01:05:00 DynamoDB Read/Write Capacity On Demand 01:09:00 Amazon Timestream 01:16:20 Amazon Quantum Ledger Database 01:17:40 Amazon Managed Blockchain 01:30:00 Amazon Elastic Inference 01:34:00 AWS Inferentia 01:39:00 Ross Brawn Obe, Formula 1 - Managing Director 01:51:30 Amazon SageMaker Ground Truth 02:00:10 Amazon SageMaker RL 02:02:10 AWS DeepRacer 02:08:00 Dr Matt Wood, AWS - GM Deep Learning and AI 02:14:55 Amazon Textrack 02:18:30 Amazon Personalize 02:22:55 Amazon Forecast 02:28:30 Pat Gelsinger, VMware - CEO 02:33:50 AWS Outposts

Successful machine learning models are built on high-quality training datasets. Labeling raw data to get accurate training datasets involves a lot of time and effort because sophisticated models can require thousands of labeled examples to learn from, before they can produce good results. Typically, the task of labeling is distributed across a large number of humans, adding significant overhead and cost. Join us as we introduce Amazon SageMaker Ground Truth, a new service that provides an effective solution to reduce this cost and complexity using a machine learning technique called active learning. Active learning reduces the time and manual effort required to do data labeling, by continuously training machine learning algorithms based on labels from humans. By iterating through ambiguous data points, Ground Truth improves the ability to automatically label data resulting in high-quality training datasets.

Simon takes you through the updates of the day, and Andy Jassy's keynote - as well as a walk around the Expo Floor! Shownotes: Topic || Security AWS Security Hub | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-aws-security-hub/ https://aws.amazon.com/about-aws/whats-new/2018/11/announcing-aws-key-management-service-kms-custom-key-store/ AWS Control Tower | http://aws.amazon.com/controltower Topic || Machine Learning Amazon Inferentia Microchip | https://aws.amazon.com/about-aws/whats-new/2018/11/announcing-amazon-inferentia-machine-learning-inference-microchip/ Amazon Elastic Inference | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-amazon-elastic-inference/ New Tensorflow Scalability | https://aws.amazon.com/about-aws/whats-new/2018/11/tensorflow-scalability-to-256-gpus/ Amazon Textract | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-amazon-textract-now-in-preview-easily-extract-text-and-data-from-virtually-any-document/ Amazon Personalise | https://aws.amazon.com/blogs/aws/amazon-personalize-real-time-personalization-and-recommendation-for-everyone/ Amazon Deeprace | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-aws-deepracer/ Amazon Forecast | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-amazon-forecast-now-in-preview/ Amazon Translate Update | https://aws.amazon.com/about-aws/whats-new/2018/11/amazon-translate-now-supports-customized-translations/ Amazon Sagemaker RL Support | https://aws.amazon.com/about-aws/whats-new/2018/11/amazon-sagemaker-announces-support-for-reinforcement-learning/ Amazon Sagemaker Ground Truth | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-amazon-sagemaker-groundtruth/ Amazon Sagemaker Neo | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-amazon-sagemaker-neo/ AWS IoT Greengrass Sagemaker Neo Support | https://aws.amazon.com/about-aws/whats-new/2018/11/aws-iot-greengrass-now-supports-amazon-sagemaker-neo/ Topic || Databases Amazon Timestream | https://aws.amazon.com/about-aws/whats-new/2018/11/announcing-amazon-timestream/ Amazon QLDB | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-amazon-qldb/ Amazon Managed BlockChain | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-amazon-managed-blockchain/ Amazon Aurora Global Database | https://aws.amazon.com/about-aws/whats-new/2018/11/announcing-amazon-aurora-global-database/ Amazon DynamoDB on Demand | https://aws.amazon.com/about-aws/whats-new/2018/11/announcing-amazon-dynamodb-on-demand/ AWS Lake Formation | https://aws.amazon.com/about-aws/whats-new/2018/11/announcing-aws-lake-formation/ ML Insights Preview | https://aws.amazon.com/about-aws/whats-new/2018/11/aws-announces-ml-insights-preview-for-amazon-quicksight/ Amazon QuickSight Updates | https://aws.amazon.com/about-aws/whats-new/2018/11/amazon-quickSight-adds-support-for-dashboard-embedding-and-APIs/ Topic || Compute Hibernate for EC2 | https://aws.amazon.com/about-aws/whats-new/2018/11/amazon-ec2-now-lets-you-pause-and-resume-your-workloads/ Lightsail Upgrade Path ro EC2 | https://aws.amazon.com/about-aws/whats-new/2018/11/amazon-lightsail-now-provides-an-upgrade-path-to-ec2/ Lighsail supports resouce tagging | https://aws.amazon.com/about-aws/whats-new/2018/11/amazon-lightsail-now-supports-resource-tagging/ Topic || Storage Amazon FSx for Lustre | https://aws.amazon.com/blogs/aws/new-amazon-fsx-for-lustre/ Amazon FSx for Windows File Server | https://aws.amazon.com/blogs/aws/new-amazon-fsx-for-windows-file-server-fast-fully-managed-and-secure/ Glacier Deep Archive | https://aws.amazon.com/about-aws/whats-new/2018/11/s3-glacier-deep-archive/ S3 Object Lock | https://aws.amazon.com/about-aws/whats-new/2018/11/s3-object-lock/ EFS Supports 1,000 File Systems per Account | https://aws.amazon.com/about-aws/whats-new/2018/11/amazon-efs-now-supports-1000-file-systems-per-account/ EFS Cross Account and VPC Access | https://aws.amazon.com/about-aws/whats-new/2018/11/amazon-efs-now-supports-access-across-accounts-and-vpcs/ Topic || Hybrid Cloud AWS Outposts | https://aws.amazon.com/about-aws/whats-new/2018/11/announcing-aws-outposts/ Topic || AWS Marketplace & License Management Private Marketplace | https://aws.amazon.com/about-aws/whats-new/2018/11/awsmarketplace-makes-it-easier-to-govern-software-procurement-with-privatemarketplace/ SageMaker models now on AWS Marketplace | https://aws.amazon.com/about-aws/whats-new/2018/11/awsmarketplace-makes-it-easier-to-build-machine-learning-applications-on-amazonsagemaker/ Container Products in Marketplace | https://aws.amazon.com/about-aws/whats-new/2018/11/aws-announces-new-container-products-in-awsmarketplace/ AWS License Manager | https://aws.amazon.com/about-aws/whats-new/2018/11/announcing%20aws%20license%20manager/ Topic || Software Development AWS App Mesh | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-aws-app-mesh---service-mesh-for-microservices-on-aws/ AWS Cloud Map | https://aws.amazon.com/about-aws/whats-new/2018/11/introducing-aws-cloud-map/ Improved CI and CD Support | https://aws.amazon.com/about-aws/whats-new/2018/11/the-aws-developer-tools-improve-continuous-delivery-support-for-aws-fargate-and-amazon-ecs/ Amazon CloudWatch Logs Insights | https://aws.amazon.com/about-aws/whats-new/2018/11/announcing-amazon-cloudwatch-logs-insights-fast-interactive-log-analytics/