Aws Podcast

Simon speaks with Randall Hunt about how he designed, built, and deployed the @WhereML Twitter bot that can identify where in the world a picture was taken using only the pixels in the image. We’ll dive deep on artificial intelligence and deep learning with the MXNet framework and also talk about working with the Twitter Account Activity API. The bot is entirely autoscaling and powered by Amazon API Gateway and AWS Lambda which means, as a customer, you don’t manage any infrastructure. Finally we’ll close with a discussion around custom authorizers in API Gateway and when to use them. https://github.com/ranman/WhereML

Did you know AWS enables disaster response organizations to access cloud services at the edge, even in the harshest conditions? Simon speaks with Maggie Carter (Principal, AWS Disaster Response Program) and Ana Visneski (Principal Technical Program Manager for AWS Disaster Response Program) about what the team does, how it does it and what is to come! https://aws.amazon.com/government-education/nonprofits/disaster-response/

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

Customers have been running Windows workloads on AWS for over 10 years! In this episode Simon and Jeff explore some things you might not know about. They also take a trip down "memory lane" as well as give a teaser for a special podcast event at AWS Tokyo Summit! The Wide World of Windows on AWS: https://aws.amazon.com/blogs/aws/the-wide-world-of-microsoft-windows-on-aws/ Introducing the Amazon Simple Notification Service: https://aws.amazon.com/blogs/aws/introducing-the-amazon-simple-notification-service/ AWS Summits: https://aws.amazon.com/events/summits/

In this episode Simon gives you some Black Belt tips around managing you CloudFormation stacks and how to use AWS Organizations to control access to AWS resources. He also gives you a look at Amazon QuickSight ML Insights. https://aws.amazon.com/blogs/mt/how-to-perform-cross-parameter-validation-using-aws-cloudformation-rules-and-assertions/ https://docs.aws.amazon.com/organizations/latest/userguide/orgs_manage_policies_example-scps.html#example-scp-deny-region https://aws.amazon.com/quicksight/features-ml/

Simon and Nicki cover almost 100 updates! Check out the chapter timings to see where things of interest to you might be. Infrastructure 00:42 Storage 1:17 Databases 4:14 Analytics 8:28 Compute 9:52 IoT 15:17 End User Computing 17:40 Machine Learning 19:10 Networking 21:57 Developer Tools 23:21 Application Integration 25:42 Game Tech 26:29 Media 27:37 Management and Governance 28:11 Robotics 30:35 Security 31:30 Solutions 32:40 Topic || Infrastructure In the Works – AWS Region in Indonesia | https://aws.amazon.com/blogs/aws/in-the-works-aws-region-in-indonesia/ Topic || Storage New Amazon S3 Storage Class – Glacier Deep Archive | https://aws.amazon.com/blogs/aws/new-amazon-s3-storage-class-glacier-deep-archive/ File Gateway Supports Amazon S3 Object Lock - Amazon Web Services | https://aws.amazon.com/about-aws/whats-new/2019/03/file-gateway-supports-amazon-s3-object-lock/ AWS Storage Gateway Tape Gateway Deep Archive | https://aws.amazon.com/about-aws/whats-new/2019/03/aws-storage-gateway-service-integrat

How do you build applications that are loosely coupled but reliable? How can you take an even more abstracted view of cloud infrastructure? Simon is joined by Adam Larter (Principal Solutions Architect, AWS) to discuss options available to developers using AWS. Links: AWS App Mesh: https://aws.amazon.com/app-mesh/ AWS Cloud Development Kit: https://github.com/awslabs/aws-cdk

Provable Security: Conversations on Next Gen Security. We published a podcast (https://aws.amazon.com/podcasts/aws-podcast/#266) on provable security (https://aws.amazon.com/security/provable-security/) last fall, and, due to high customer interest, we decided to bring you a regular peek into this AWS initiative. This series will cover how the traditionally academic field of automated reasoning is being applied at AWS at scale to help provide higher assurances for our customers, regulators, and the broader cloud industry. We’ll talk to individuals whose minds helped shape the history of automated reasoning, as well as learn from engineers and scientists who are applying automated reasoning to help solve pressing security and privacy challenges in the cloud. In our first interview, Byron Cook, Director of the AWS Automated Reasoning Group, sits down with Moshe Vardi, Karen Ostrum George Distinguished Service Professor in Computational Engineering and Director of the Ken Kennedy Institute for Information Tec

Did you know you can save 70-90% on compute costs easier than ever? Or that you can get more work done for the same spend? EC2 Spot is more powerful and easier to use than ever; Simon takes you through some of the new capabilities and benefits that you can use today. EC2 Spot Instances: https://aws.amazon.com/ec2/spot/details/ EC2 Spot Instance Advisor: https://aws.amazon.com/ec2/spot/instance-advisor/ EC2 Spot Instance Data Feed: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/spot-data-feeds.html EC2 Spot Fleet: https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/spot-fleet-requests.html EC2 Spot Instances Getting Started: https://aws.amazon.com/ec2/spot/getting-started/

Simon and Nicki run through some interesting new AWS capabilities for customers as well as a look at the upcoming re:MARS conference (https://remars.amazon.com/). 0:29 - Databases 1:20 - Analytics 1:52 - Compute 3:22 - IoT 4:05 - Customer Engagement 5:07 - Networking 5:34 - Developer Tools 7:46 - Application Integration 8:20 - Game Tech 8:42 - Media Services 9:24 - Management and Governance 12:41 - re:MARS Topic || Databases Amazon DynamoDB adds support for switching encryption keys to encrypt your data at rest | https://aws.amazon.com/about-aws/whats-new/2019/02/amazon-dynamodb-adds-support-for-switching-encryption-keys-to-encrypt-your-data-at-rest/ Amazon ElastiCache for Redis adds support for Redis 5.0.3 and the ability to change Redis command names | https://aws.amazon.com/about-aws/whats-new/2019/02/amazon-elasticache-for-redis-adds-support-for-redis-503-and-the-ability-to-change-redis-command-names/ Performance Insights is Generally Available on Amazon RDS for SQL Server | https://aws.amazon.com/abou

How do you know if you have built your system the best way possible? How can you track this over time, and see and share improvements with others? The AWS Well-Architected Framework now has a customer-accessible tool - free to use! Simon speaks with "Fitz" (Philip Fitzimons) who leads the Well-Architected team at AWS about how customers can make the most of this new capability. Links: AWS Well-Architected Home Page: https://aws.amazon.com/architecture/well-architected/

Simon is joined by new update co-host Nicki Klein (Senior Technical Evangelist, AWS) to discuss all the latest features and capabilities available to AWS customers! Chapters 1:57 Mobile 5:21 Solutions & Quickstarts 7:53 Database 13:51 Storage 17:46 Analytics 20:58 Compute 24:32 Certifications 26:11 Machine Learning 27:25 Developer Tools 28:31 Networking 29:07 Media Services 30:37 Security 31:30 IoT 32:30 Management & Governance 33:43 Customer Engagement 34:30 End User Experience 34:59 Robotics 35:30 Migration Topic || Mobile Amplify Framework Adds Support for Multiple Environments, Custom Resolvers, Larger Data Models, and IAM Roles Including MFA | https://aws.amazon.com/about-aws/whats-new/2019/02/amplify-framework-adds-support-for-multiple-environments-custom-resolvers-larger-data-models-and-iam-roles-including-mfa/ Topic || Solutions and Quick Starts Introducing AWS Solutions | https://aws.amazon.com/about-aws/whats-new/2019/02/introducing-aws-solutions/ AWS Quick Starts for Atlassian produ

What does a modern software development look like? What are some of the optimised approaches you can use? What is the state of play when it comes to developer tooling and the cloud? Simon is joined by Adam Larter (Principal Solutions Architect, AWS) to discuss options available to developers using AWS. Links: DevOps and AWS landing page: https://aws.amazon.com/devops/ 
Keep up to date with the AWS DevOps blog: https://aws.amazon.com/blogs/devops/ 
What is SAM?: https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/what-is-sam.html
SAM on Github: https://github.com/awslabs/serverless-application-model 
Invoking a Lambda function locally using SAM CLI: https://docs.aws.amazon.com/serverless-application-model/latest/developerguide/sam-cli-command-reference-sam-local-invoke.html 
AWS Toolkits for PyCharm, IntelliJ (Preview), and Visual Studio Code (Preview): https://aws.amazon.com/blogs/aws/new-aws-toolkits-for-pycharm-intellij-preview-and-visual-studio-code-preview/

Do you have lots of data to search, analyze and visualize? The Amazon ElasticSearch service is used by customers large and small to do just that! Simon speaks with Jon Handler (Principal Solutions Architect, AWS) about some exciting new capabilities and also how to size, tune and optimize your clusters. Links: Amazon ElasticSearch: https://aws.amazon.com/elasticsearch-service/ T-Shirt size blog: https://aws.amazon.com/blogs/database/get-started-with-amazon-elasticsearch-service-t-shirt-size-your-domain/ How many instances do I need? https://aws.amazon.com/blogs/database/get-started-with-amazon-elasticsearch-service-how-many-data-instances-do-i-need/ How many shards? https://aws.amazon.com/blogs/database/get-started-with-amazon-elasticsearch-service-how-many-shards-do-i-need/ Set alarms on CW metrics: https://aws.amazon.com/blogs/database/get-started-with-amazon-elasticsearch-service-set-cloudwatch-alarms-on-key-metrics/ re:Invent Talk: https://www.youtube.com/watch?v=95kQkS51VnU

Simon guides you through lots of new features, services and capabilities that you can take advantage of. Including the new AWS Backup service, more powerful GPU capabilities, new SLAs and much, much more! Chapters: Service Level Agreements 0:17 Storage 0:57 Media Services 5:08 Developer Tools 6:17 Analytics 9:54 AI/ML 12:07 Database 14:47 Networking & Content Delivery 17:32 Compute 19:02 Solutions 21:57 Business Applications 23:38 AWS Cost Management 25:07 Migration & Transfer 25:39 Application Integration 26:07 Management & Governance 26:32 End User Computing 29:22 Links: Topic || Service Level Agreements 0:17 Amazon Kinesis Data Firehose Announces 99.9% Service Level Agreement | https://aws.amazon.com/about-aws/whats-new/2019/01/amazon-kinesis-data-firehose-announces-99-9-service-level-agreement/ Amazon Kinesis Data Streams Announces 99.9% Service Level Agreement | https://aws.amazon.com/about-aws/whats-new/2019/01/amazon-kinesis-data-streams-announces-99-9-service-level-agreement/ Amazon

Dr. Stephanie Tuszynski (Director of the Digital Library - White House Historical Association) speaks about how they used AWS to bring the experience of the White House to the world. https://www.whitehousehistory.org/

How are ML Models Trained? How can developers learn different approaches to solving business problems? How can we race model cars on a global scale? Todd Escalona (Solutions Architect Evangelist, AWS) joins Simon to dive into reinforcement learning and AWS DeepRacer! AWS DeepRacer: https://aws.amazon.com/deepracer/ Open Source DIY Donkey Car: http://www.donkeycar.com/ re:Invent 2017 Robocar Hackathon - https://aws.amazon.com/blogs/machine-learning/build-an-autonomous-vehicle-on-aws-and-race-it-at-the-reinvent-robocar-rally/ AWS DeepRacer Highlights: https://www.youtube.com/watch?v=jD0Z9D9Y0Sc

Cesar Wedemann (QEDU) talks to Simon about how they gather Education data and provide this data to teachers and public schools to improve education in Brazil. They developed a free-access portal that offers easy visualization of brazilian Education open data.http://www.qedu.org.br (http://www.qedu.org.br/)

Training your ML model is just one part of the puzzle; retaining it and deploying into production on a regular basis is key for great business outcomes. Simon speaks with John Calhoun (Machine Learning Specialist, AWS) about how to implement this in your business using the open source AWS Sagemaker Build CloudFormation. Shownotes: Source Code: https://github.com/aws-samples/aws-sagemaker-build Blog Post: https://aws.amazon.com/blogs/machine-learning/automated-and-continuous-deployment-of-amazon-sagemaker-models-with-aws-step-functions/

How do you train the next generation of Digital leaders? How do you provide them with a modern educational experience? Can you do it without technical expertise? Hear how Ruth Black (Teaching Fellow at the Digital Academy) applied Amazon Transcribe to make this real. https://www.england.nhs.uk/digitaltechnology/nhs-digital-academy/