Track Description Level Session Link ABD Analytics & Big Data 201 Big Data Architectural Patterns and Best Practices on AWS 202 Best Practices for Building Serverless Big Data Applications 203 Real-Time Streaming Applications on AWS: Use Cases and Patterns 205 Taking a Page Out of Ivy Tech’s Book: Using Data for Student Success 206 Building Visualizations and Dashboards with QuickSight 207 Leveraging AWS to Fight Financial Crime and Protect National Security 208 Cox Automotive Empowered to Scale with Cloud & AWS and Explores New Innovation with Amazon Kinesis Firehose 209 Accelerating the Speed of Innovation with a Data Sciences Data & Analytics Hub at Takeda 210 Modernizing Amtrak: Serverless Solution for Real-Time Data Capabilities 211 Sysco Foods: A Journey from Too Much Data to Curated Insights 212 SAP HANA: The Foundation of SAP’s Digital Core 213 How to Build a Data Lake with AWS Glue Data Catalog 214 Real-time User Insights for Mobile and Web Applications with Amazon Pinpoint 215 Serverless Data Prep with AWS Glue 216 NEW LAUNCH! Introducing Amazon Kinesis Video Streams Just Added! 217 From Batch to Streaming: How Amazon Flex Uses Real-time Analytics to Deliver Packages on Time 218 How EuroLeague Basketball Uses IoT Analytics to Engage Fans 219 Automatically Catalog Your Data Lake Using AWS Glue Crawlers 220 Ten Tips for Getting the Most out of Amazon Athena 221 Real-Time Dashboards with Amazon Kinesis Analytics and 222 How to Confidently Unleash Data to Meet the Needs of Your Entire Organization 223 IT Innovators: New Technology for Leveraging Data to Enable Agility, Innovation, and Business Optimization 301 Analyzing Streaming Data in Real Time with Amazon Kinesis 302 Real-Time Data Exploration and Analytics with Amazon Elasticsearch Service and Kibana 303 Developing an Insights Platform – Sysco’s Journey from Disparate Systems to Data Lake and Beyond 304 Best Practices for Data Warehousing with & Redshift Spectrum 305 Design Patterns and Best Practices for Data Analytics with Amazon EMR 307 Deep Analytics for Global AWS Marketing Organization 309 How Twilio Scaled Its Data-Driven Culture 310 How FINRA Secures Its Big Data and Data Science Platform on AWS 311 Deploying Business Analytics at Enterprise Scale with Amazon QuickSight 312 Deep Dive: Migrating Big Data Workloads to AWS 313 Building an End-to-End Serverless Data Analytics Solution on AWS 314 Searching Your Data in Amazon RDS and Amazon DynamoDB 315 Building Serverless ETL Pipelines with AWS Glue 316 American Heart Association: Finding Cures to Heart Disease Through the Power of Technology 317 Building Your First Big Data Application on AWS 318 Architecting a data lake with , Amazon Kinesis, and Amazon Athena 319 Tooling Up for Efficiency: DIY Solutions @ Netflix 320 Netflix Keystone SPaaS: Real-time Stream Processing 321 Don’t Wait Until Tomorrow: How to Use Streaming Data to Gain Real-time Insights into Your Business 322 Implementing a Flight Simulator Interface Using AI, Virtual Reality, and Big Data on AWS 323 Extending Analytics Beyond the Data Warehouse 324 Migrating Your Oracle Data Warehouse to Amazon Redshift Using AWS DMS and AWS SCT 325 Deliver Voice-Automated Serverless BI Solutions in Under 3 Hours 326 Easy and Scalable Log Analytics with Amazon Elasticsearch Service 327 Migrating Your Traditional Data Warehouse to a Modern Data Lake 328 Zombie Annihilation Using AWS Big Data: Turning a Data Swamp into a Data Lake 329 A Look Under the Hood – How Amazon.com Uses AWS Services for Analytics at Massive Scale 330 Combining Batch and Stream Processing to Get the Best of Both Worlds 331 Log Analytics at Expedia Using Amazon Elasticsearch Service 332 Choosing the Right AWS Services to Build Your Data Lake 333 Scaling Amazon Elasticsearch Service 334 Amazon Elasticsearch Service Data Ingestion Options 335 Real-Time Anomaly Detection Using Amazon Kinesis 336 Building Serverless Analytics on AWS 337 Making the Shift from DevOps to Practical DevSecOps 338 MirrorWeb: Powering Large-scale, Full-text Search for the UK Government Web Archives Using Amazon Elasticsearch Service 339 Deep Dive and Best Practices for Amazon Athena 340 NEW LAUNCH! Stream video from edge devices to AWS for playback, storage and processing using Amazon Kinesis Video Streams Just Added! 341 NEW LAUNCH! Amazon Kinesis Video Streams Use Cases Just Added! 401 ABD401 - How Netflix Monitors Applications in Near Real-Time with Amazon Kinesis 402 How Esri Optimizes Massive Image Archives for Analytics in the Cloud 403 Best Practices for Distributed Machine Learning and Predictive Analytics Using Amazon EMR and Open-Source Tools ALX Alexa 201 Building Alexa-Connected Products and Experiences with Alexa Gadgets Developer Tools 202 Integrate Alexa voice technology into your product with the Alexa Voice Service (AVS) 203 How Voice Technology Is Moving Higher Education to a New Era 204 NEW LAUNCH!Building Alexa Skills for Businesses Just Added! 301 Five AWS Services to Supercharge Your Alexa Skills 302 Alexa and AWS IoT: Now with 100% More Voice 303 The Art and Science of Conversation Applied to Alexa Skills 304 Five Ways Artificial Intelligence Will Reshape How Developers Think 305 Designing Far-Field Speech Processing Systems with Intel and Voice Service 306 Build a Game Skill for Echo Buttons 307 Integrate Alexa into Your Product Using the AVS Device SDK 308 Three Devices Fundamentally Changed by Voice 309 Design Practices Behind Top Alexa Skill Experiences 310 Alexa and OAuth: How to Set up Amazon API Gateway as a Proxy to Investigate Your Account Linking Configuration 311 DevOps Tools for Alexa Skill Building 312 Handling Alexa Permissions to Build More Personal Experiences 313 How to Design for Voice, or Everything You Ever Wanted to Know about VUI but Were Afraid to Ask 314 Building Alexa Analytics Using AWS 315 Test Automation for Alexa Skills 316 How to Build a Backend for an Alexa Smart Home Skill 317 How Capital One Rethought Multimodal Voice Experiences and Brought Banking to the Kitchen with Echo Show 318 Voice Plus Screen: How to Design Multi-Modal Devices with the Alexa Voice Service 319 It’s All in the Data: The Machine Learning Behind Alexa’s AI Systems 320 The Science behind the Alexa Prize: Meeting the AI Challenges 321 Alexa State of the Science 322 Natural Language Processing Plus Natural Language Generation: The Cutting Edge of Voice Design 323 Designing Multi-Modal Experiences for Alexa 324 Alexa State of the Union: Amazon’s Vision for Alexa and Voice 325 Now Hear This: How Earplay Architects an Alexa Radio Drama 326 Applying Alexa's Natural Language To Your Challenges 327 Alexa Smart Home 328 Smart Devices Everywhere 329 Designing Interactive Gaming Experiences for Echo Buttons 401 Advanced Alexa Skill Building: Conversation and Memory 402 Oh No, I Got Featured: How to Build, Scale, and Test an Alexa Backend to Handle All Your New Customers AMF 301 Big Data & Analytics for Manufacturing Operations 302 Alexa, Where’s My Car? A Test Drive of the AWS Connected Car Reference 303 Deep Dive into the Connected Vehicle Reference Architecture 304 Optimizing Design and Engineering Performance in the Cloud for Manufacturing 305 Autonomous Driving Algorithm Development on Amazon AI ARC Architecture 201 Scaling Up to Your First 10 Million Users 205 Born in the Cloud, Built like a Startup 206 Disney's Magic: The Story of Cloud Transformation 207 Monitoring Performance of Enterprise Applications on AWS: Understanding the Dynamic Nature of 208 Walking the Tightrope: Balancing Innovation, Reliability, Security, and Efficiency on the Cloud 209 A Day in the Life of a Netflix Engineer III 210 Building Scalable Multitenant Email Sending Programs with Amazon Simple Email Service 211 SaaS Jumpstart: A Primer for Launching Your SaaS Journey 212 Architecting for the Cloud Chalk Talk 213 Open Source at AWS—Contributions, Support, and Engagement 214 Addressing Your Business Needs with AWS 217 Self-Service Analytics with AWS Big Data and Tableau 219 ARC219 - Digital Transformation 303 Running Lean Architectures: How to Optimize for Cost Efficiency 304 From One to Many: Evolving VPC Design 306 High Resiliency & Availability of online entertainment Communities Using Multiple AWS Regions 310 Avoiding Groundhog Day - Enabling Transformation on , 100, or 1000 of your Journey to the Cloud 311 Serverless Encoding at Scale with Content Moderation via Deep Learning-Based Video Analysis 312 Why Regional Reserved Instances Are a Game Changer for Netflix 313 Exploring Blockchain Technology, Risks, and Emerging Trends 314 Bringing the Superpower of Bots to Your Company with a Serverless Bot Solution Built on AWS 315 The Enterprise Fast Lane - What Your Competition Doesn't Want You to Know about Enterprise Cloud Transformation 316 Getting from Here to There: A Journey from On-premises to Serverless Architecture 317 Application Performance Management on AWS 318 Building .NET-based Serverless Architectures and Running .NET Core Microservices in Docker Containers on AWS 319 How to Design a Multi-Region Active-Active Architecture 320 Reinforcement Learning – The Ultimate AI 321 Models of Availability 322 AWS Native Services Integration with VMware Cloud on AWS 323 From One to Many VPC Chalk Talk 324 Building Manageable Windows Workloads 325 Managing Multiple AWS Accounts at Scale 326 Create a Serverless Image Processing Platform 327 How to Determine If You Are Well Architected for Resiliency (or How I Learned to Stop Worrying and Love the Failures) 329 Optimizing Performance and Efficiency for Amazon EC2 and More with Turbonomic 330 How the BBC Built a Massive Media Pipeline Using Microservices 331 How I Made My Motorbike Talk, or How to Mix , Amazon Lambda, and IoT to Give Life to Everyday Objects 401 Serverless Architectural Patterns and Best Practices 402 Architectural Patterns and Best Practices with VMware Cloud on AWS 403 Encoding Artifacts to the Oscars: Taking on Terabyte-Scale, 1-Gbps, 4K Video Processing in the Cloud 404 Metering the Hybrid Cloud 405 Building a Photorealistic Real-Time 3D Configurator with Server-Side Renderings on AWS 406 Amazon.com - Replacing 100s of Oracle DBs with Just One: DynamoDB 407 Deconstructing SaaS: A Deep Dive into Building Multi-tenant Solutions on AWS ATC AdTech 301 1 Million bids in 100ms – using AWS to power your Real Time Bidder 302 How to Leverage AWS Machine Learning Services to Analyze and Optimize your DoubleClick Campaign Manager Data at Scale 303 Cache Me If You Can: Minimizing Latency While Optimizing Cost Through Advanced Caching Strategies 304 RFID (Really Freaking Indispensable and Decisive) Advertising BAP Business Apps 201 KAR Auction Services’ Journey To The Cloud 202 Amazon Connect Delivers Personalized Customer Experiences for Your Cloud-Based Contact Center 203 Secure File Collaboration and Management, Simplified with Amazon WorkDocs 204 How Amazon Is Moving to Amazon Chime 205 Build an Amazon AppStream 2.0 Environment to Stream Desktop Applications to Your Users 206 NEW LAUNCH! Bring Alexa to Work! Voice-enable Your Organization with Alexa for Business Just Added! 207 NEW LAUNCH! Deploy Alexa In Your Organization with Alexa for Business Just Added! 301 Bring the Power of AI to Contact Centers 302 User Self-Service and Admin Portals for Amazon WorkSpaces 303 Migrate Your Desktops to Amazon WorkSpaces 304 How To Use AWS IoT and Amazon Connect to Drive Proactive Customer Service 305 How to Integrate with Your Amazon Connect Cloud-Based Contact Center 306 Integrating Amazon AppStream 2.0 into Your AWS Environment 307 Use Amazon Lex to Build a Customer Service Chatbot in Your Amazon Connect Contact Center 308 NEW LAUNCH! Deploying and Managing Voice Skills in your Organization with Alexa for Business Just 309 NEW LAUNCH! Building Smart Conference Rooms with Alexa for BusinessJust Added! 310 Move Your Virtualized Desktop Apps to the Cloud with Amazon AppStream 2.0 311 Rethink Your Graphics Workstation Strategy with Amazon AppStream 2.0 312 Network Configuration, Identity Management, and Device Authentication Considerations for Amazon WorkSpaces 313 How to Use AWS IoT with your Amazon Connect Cloud Contact Center to Anticipate Customer Needs 315 Amazon Chime Deployment Topics: Using Active Directory with Amazon Chime, and Connecting to Your H.323 Conferencing Equipment 316 How to Create Flexible, Interoperable Email Solutions with Amazon WorkMail 317 Scaling Your Amazon AppStream 2.0 Environment 404 How to Integrate Amazon WorkDocs with Security Solutions and User Applications Using the WorkDocs SDK CMP Compute 201 Auto Scaling: The Fleet Management Solution for Planet Earth 202 Optimizing EC2 for Fun and Profit #bigsavings #newfeatures 203 Amazon EC2 Foundations 207 High Performance Computing on AWS 208 Unleash Your Graphics Solutions with the Flexibility of Elastic GPUs 209 Getting Started with Docker on AWS 211 Getting Started with Serverless Architectures 212 Zero to Lightspeed: Building production apps easily with Amazon Lightsail 213 GPU (G3) Applications in Media and Entertainment Workloads 214 Simplifying Architectures with AWS 215 Introducing Amazon EC2 P3 Instance - Featuring the Most Powerful GPU for Machine Learning 216 Use Amazon EC2 Spot Instances to Deploy a Deep Learning Framework on Amazon ECS 217 Scale In-Memory Workloads on Amazon EC2 X1 and X1e Instances with up to 4 TB of RAM 218 AWS Compute: What’s New in Amazon EC2, Containers and Serverless 301 Deep Dive on Amazon EC2 Instances, Featuring Performance Optimization Best Practices 303 Innovate Faster with Salesforce and AWS 304 Deep Dive: Backing Up Amazon EC2 with Amazon EBS Snapshots 306 Architectures for HPC/HTC Workloads on AWS 307 Save up to 90% and Run Production Workloads on Spot 308 FPGA Accelerated Computing Using Amazon EC2 F1 Instances 309 How Netflix Encodes at Scale 310 Deep Dive on Amazon EBS 311 Auto Scaling Prime Time: Target Tracking Hits the Bullseye at Netflix 313 How to Accelerate C/C++ Code Efficiently on Amazon EC2 F1 314 Bringing Deep Learning to the Cloud with Amazon EC2 315 Optimizing Network Performance for Amazon EC2 Instances 316 Hedge Your Own Funds: Run Monte Carlo Simulations on Amazon EC2 Spot Fleets 317 Run Your CI/CD and Test Workloads for 90% Less with Amazon EC2 Spot 319 Easily Coordinate Microservices, Build Serverless Apps, and Automate Tasks as Visual Workflows using AWS Step Functions 323 AWS Batch: Easy and Efficient Batch Computing on AWS 324 NEW LAUNCH! Re:inventing EC2 instance launches with Launch TemplatesJust Added! 325 How Netflix Tunes Amazon EC2 Instances for Performance 330 NEW LAUNCH! Amazon EC2 Bare Metal Instances Just Added! 332 C5 Instances and the Evolution of Amazon EC2 Virtualization 333 How to Get the HPC Best-in-class Performance via Intel Xeon Skylake Processors and AWS C5 Instances with Ease of Deployment Through Rescale 402 Accelerate Your C/C++ Applications with Amazon EC2 F1 Instances CON Containers 201 Containers on AWS - State of the Union 202 Getting Started with Docker and Amazon ECS 203 Driving innovation with container architecture 205 Birds of a Feather: Containers and Open Source at AWS 206 Docker on AWS 207 Digital Transformation: Adapt or Perish 208 Building Microservices on AWS 209 Interstella 8888: Learn How to Use Docker on AWS 211 Reducing your Compute Footprint with Containers and Amazon ECS 212 Anomaly Detection Using Amazon ECS, AWS Lambda, and Amazon EMR 213 Hands-on Deployment of Kubernetes on AWS 214 NEW LAUNCH! Introducing AWS Fargate Just Added! 215 NEW LAUNCH! Introducing Amazon EKS Just Added! 302 Building a CI/CD Pipeline for Containers on Amazon ECS 304 Batch Processing with Containers on AWS 307 Building Effective Container Images 308 Mastering Kubernetes on AWS 309 Containerized Machine Learning on AWS 310 Moving to Containers: Building with Docker and Amazon ECS 311 Building Microservices with the 12 Factor App Pattern on AWS 312 Building a Selenium Fleet on the Cheap with Amazon ECS with Spot Fleet 314 Automating Zero-Downtime Production Cluster Upgrades for Amazon ECS 317 Advanced Container Management at Catsndogs.lol 318 Interstella 8888: Monolith to Microservices with Amazon ECS 319 Interstella 8888: CICD for Containers on AWS 320 Monitoring, Logging, and Debugging for Containerized Services 321 Powering Global Gaming Infrastructure with Amazon ECS 322 Maximizing Amazon ECS for Large-Scale Workloads 323 Microservices Architecture for the Enterprise: Samsung SmartThings Cloud 324 Windows Containers on Amazon ECS 325 Developing Microservices - from Your Laptop to the Cloud 326 Remote Sensing and Image Processing on AWS 327 Patterns and Considerations for Service Discovery 328 Solving for Chaos: Building a Development Platform with Containers 329 Full Software Lifecycle Management for Containers Running on Amazon ECS 330 Running Containerized HIPAA Workloads on AWS 331 Deploying a Regulated Payments Application on Amazon ECS 332 Build a Java Spring Application on Amazon ECS 333 Deep Dive into AWS Fargate Just Added! 356 Moving to Amazon ECS – the Not-So-Obvious Benefits 401 Container Networking Deep Dive with Amazon ECS 402 Advanced Patterns in Microservices Implementation with Amazon ECS 403 Introducing Service Discovery for Amazon ECS 404 Deep Dive into Container Scheduling with Amazon ECS 406 Architecting Container Infrastructure for Security and Compliance 407 Interstella 8888: Advanced Microservice Operations 408 Building a Machine Learning Platform Using Containers on AWS 409 Deep Dive into Amazon EKS 410 Designing Control Planes for Microservice Deployments and Job Orchestration CTD Contents Delivery 201 Introduction to Amazon CloudFront and AWS Lambda@Edge 202 Learn How AWS is Enabling the World's Most Advanced Media Workflows 203 NEW LAUNCH! Hear how OwnZones is using AWS Elemental MediaConvert to help media customers deliver world class VOD experiences Just Added! 204 NEW LAUNCH! Hear how the Pac-12 is using AWS Elemental MediaStore and explore video workflows with MediaLive and MediaPackage Just Added! 206 NEW LAUNCH! Learn how Fubo is monetizing their content with server side ad insertion using AWS Elemental MediaTailor Just Added! 208 In Space, Everyone Can See NASA Stream (in 4K) 301 Amazon CloudFront Flash Talks: Best Practices on Configuring, Securing, Customizing, and Monitoring Your Distribution. 302 Case Study: How Hulu reinvented television using the AWS Cloud 303 Case Study: POOQ, Korea's largest OTT provider broadcasts more than sixty five, 24/7 LIVE channels, all using AWS Services 304 Dow Jones & Wall Street Journal's journey to manage traffic spikes while mitigating DDoS & application layer threats 305 Case Study: The internals of Amazon.com's architecture that allows it to securely scale for millions of transactions per second with low latency, and high availability. 307 Case Study: How Mobile Device Service Company Asurion Architected Its Application on AWS Edge Locations for Speed and Security 309 Building Serverless Websites with Lambda@Edge 310 Living on the Edge, It’s Safer Than You Think! Building Strong with Amazon CloudFront, AWS Shield and AWS WAF. 401 Taking DevOps Closer to the AWS Edge 402 Podcasting on AWS – A Discussion on Everything from Production to Distribution 403 Supercharge Your Websites with the Power of Lambda@Edge 405 Building Serverless Video Workflows 406 Measuring the in Real Time 408 NEW LAUNCH! Explore live streaming video origins using AWS Elemental MediaPackage and MediaStore Just Added! 410 NEW LAUNCH! Explore live video workflows with AWS Elemental MediaLive, MediaPackage and MediaTailor Just Added! 411 NEW LAUNCH! Build your own live streaming and on-demand video service with AWS Elemental MediaLive, MediaPackage and MediaConvert Just Adde 412 Your Customers Don’t Wait for Errors and Rebuffering - Best Practices for Video Delivery with Amazon CloudFront 413 Securing Your Amazon CloudFront Distributions DAT Databases 201 AWS Database and Analytics State of the Union - 2017 202 Getting Started with 203 Running MySQL Databases on AWS 204 What's New for AWS Purpose Built, Non-relational Databases 301 Deep Dive on the Amazon Aurora MySQL-compatible Edition 302 Deep Dive on Amazon Relational Database Service (RDS) 304 DynamoDB - What's new 305 ElastiCache Deep Dive: Best Practices and Usage Patterns 307 Modern Cloud Data Warehousing: Blending Structured and Semi-Structured Data in Real Time 308 A story of Netflix and AB Testing in the User Interface using DynamoDB 309 Best Practices for Migrating from Oracle and SQL Server to Amazon RDS 310 Which Database to Use When? 311 Technology Trends in Data Processing 312 Migrating Your SQL Server Databases to Amazon RDS 313 Running Oracle Databases on Amazon RDS 314 Best Practices for Running PostgreSQL on AWS 315 A Practitioner’s Guide on Migrating to, and Running on Amazon Aurora. 316 Report from the Field on the PostgreSQL-compatible Edition of Amazon Aurora 317 Migrating Databases and Data Warehouses to the Cloud: Getting Started with AWS DMS and AWS SCT 318 NEW LAUNCH! Deep dive on Amazon Neptune Just Added! 319 NEW LAUNCH! Amazon Neptune Overview and Customer Use Cases Just Added! 320 Moving a Galaxy into the Cloud: Best Practices from Samsung on Migrating to Amazon DynamoDB 321 From Minutes to Milliseconds: How Careem Used Amazon ElastiCache for Redis to Accelerate Their Ride Share Application 322 The Nanoservices Architecture That Powers BBC Online 323 Dating and Data Science: How Coffee Meets Bagel Uses Amazon ElastiCache to Deliver High-Quality Match Recommendations 324 Expedia flies with DynamoDB: lightning fast stream processing for travel analytics 325 Snapchat Stories on Amazon DynamoDB 326 How DynamoDB Powered Day 2017 327 DynamoDB adaptive capacity: smooth performance for chaotic workloads 328 Tinder and DynamoDB: It's a Match! Massive Data Migration, Zero Down Time 329 Case Study: Ola Cabs Uses Amazon EBS and Elastic Volumes to Maximize MySQL Deployment 330 Case Study: Sprinklr Uses Amazon EBS to Maximize Its NoSQL Deployment 331 Airbnb Runs on Amazon Aurora 332 How Verizon is Adopting the Amazon Aurora PostgreSQL-compatible Edition for their Enterprise Workloads 333 Chalk Talk: Learn How to Tune and Optimize Amazon S3 and Amazon EBS for Your Petabyte-Scale Solr and Cassandra Workflows 334 Amazon Aurora Performance Optimization for the MySQL-compatible Edition 335 Amazon Aurora Performance Optimization for the PostgreSQL-compatible Edition 336 Amazon Aurora Storage Demystified: How It All Works 337 DynamoDB Accelerator (DAX): in-memory caching for microsecond response - Chalk Talk 338 Migrating from Oracle to Amazon Aurora 339 Replicate, Analyze, and Visualize Datasets using AWS Database Migration Service and Serverless Big Data Technologies 340 Hands-on Journey for Migrating Oracle databases to the Amazon Aurora PostgreSQL-compatible Edition 341 Working with Amazon ElastiCache for Redis 342 NEW LAUNCH! How to build graph applications with SPARQL and Gremlin using Amazon Neptune Just Added! 343 Use AWS DMS to Securely Migrate Your Oracle Database to Amazon Aurora with Minimal Downtime 401 The Boss: A Petascale Database for Large-Scale Neuroscience, Powered by Serverless Advanced Analytics 402 Deep Dive on the Amazon Aurora PostgreSQL-compatible Edition 403 Advanced Design Patterns for Amazon DynamoDB 404 Real-world use cases for DynamoDB - Chalk Talk 405 Workshop on Advanced Design Patterns for Amazon DynamoDB DEV DevOps 203 Launch Applications the Amazon Way 204 Monitoring Modern Applications: Introduction to AWS X-Ray 205 Developing Applications on AWS in the JVM 206 Life of a Code Change to a Tier 1 Service 207 Deploying and Managing Ruby Applications on AWS 209 A Field Guide to Monitoring on the AWS Cloud: From Lift and Shift to AWS Lambda 301 Dev Tested, Ops Approved: 10 Guardrails from Atlassian for Better, Faster DevOps 303 How HubSpot Got Beyond Four 9s of Availability on AWS Using SignalFx Detectors 305 Manage Your Applications with AWS Elastic Beanstalk 307 AWS CLI: 2017 and Beyond 311 Using AWS CloudTrail to Enhance Governance and Compliance of Amazon S3 314 Monitoring as Code: Getting to Monitoring-Driven Development 315 GitHub to AWS Lambda: Developing, Testing, and Deploying Serverless Apps 317 Deep Dive on AWS CloudFormation 318 Learn How Built a Frictionless Infrastructure Management System Using AWS CloudFormation 319 Embracing Change without Breaking the World 320 NEW LAUNCH! Introducing AWS Cloud9, a cloud IDE to write, run, & debug your code Just Added! 322 Continuous Integration Best Practices for Software Development Teams 323 Introduction to the AWS CLI 324 Deep Dive on Advanced Continuous Delivery Techniques Using AWS DevOps Tools 325 Application Deployment Techniques for Amazon EC2 Workloads with AWS CodeDeploy 326 DevOps Essentials: An Introductory Workshop on CI/CD Practices 327 DevOps Lessons from Coursera: Site Performance, Reliability, and Developer Productivity 329 Cisco’s Journey from Monolith to Microservices 330 Developing Applications on AWS with .NET Core 331 Automate and Scale Configuration Management with AWS OpsWorks 332 Using AWS to Achieve Both Autonomy and Governance at 3M 333 Using Amazon CloudWatch for Amazon ECS Resource Monitoring at Scale 334 Performing Chaos at Netflix Scale 335 Manage Infrastructure Securely at Scale and Eliminate Operational Risks 336 Stack Mastery: Create and Optimize Advanced AWS CloudFormation Templates 337 Deploy a Data Lake with AWS CloudFormation 338 Use Amazon EC2 Systems Manager to Perform Automated Resilience Testing in Your CI/CD Pipeline 339 Using AWS Management Tools to Enable Governance, Compliance, Operational, and Risk Auditing 340 How Amazon.com Uses AWS Management Tools 341 Using Elastic Beanstalk Custom Platforms 342 Achieving DevOps with Microservices-Based Architectures 343 How to Reduce Deployment Failures through Code Reviews and Continuous Integration 344 Remove Undifferentiated Heavy Lifting from Jenkins 345 Tools Won’t Fix Your Broken DevOps 346 NEW LAUNCH! Gain Operational Insights and Take Action on AWS Resources with AWS Systems Manager Just Added! 350 Writing Production Serverless Applications from the Ground Up with Chalice 401 Advanced DevOps Practices for AWS 402 Deep-Dive for AWS X-Ray 403 Security Validation through Continuous Delivery at Verizon DVC Developer Community 201 Build AWS Skills Through Community-Led User Groups 202 The Open Guide to AWS: A GitHub-Based Resource for Practitioners 301 Evolution of Serverless Architectures through the Lens of Community 302 And You Thought You Knew Amazon EC2 303 Technological Accelerants for Organizational Transformation 304 Compliance and Top Security Threats in the Cloud -- Are You Protected? EUT Evergy & Utilities 301 Oil & Gas Reservoir Simulation leveraging AWS HPC technologies and 3D visualization 302 Data Ingestion at Seismic Scale: Best practices for processing petabyte scale HPC workloads in the Cloud 303 Modernizing the Energy and Utilities Industry with IoT: Moving SCADA to the Cloud 305 Delivering the Future of Energy with Connected Home Products using AWS IoT 306 Remote 3-D Visualization On-Demand ENT Enterprise 203 Building a Solid Business Case for Cloud Migration 205 Transform Your Business with VMware Cloud on AWS, an Integrated Hybrid Approach 206 Accelerate Value from Big Data, AI, and IoT Initiatives with One-Tenth of the Effort — Real-World Examples with C3 IoT and AWS (Session 2) 208 From Cloud Cost Management to Financial Agility: The Journey to Success 209 Going Big with Containers: Customer Case Studies of Large-Scale Deployments 210 How to Get from Zero to Hundreds of AWS-Certified Engineers 211 How to Assess Your Organization's Readiness to Migrate at Scale to AWS 212 An Overview of Best Practices for Large-Scale Migrations 213 How Encirca Services by DuPont Pioneer Exited Their in Less Than Six Months 214 The Impact That Cloud Has on Organizational Culture 215 How to Assess in What Order to Migrate Your Applications 216 Transforming How You Think About Product Development in the Cloud 217 Building High-Performing Cloud Teams 218 How Hess Has Continued to Optimize the AWS Cloud After Migrating 219 Accelerate Value from Big Data, AI, and IoT Initiatives with One-Tenth of the Effort — Real-World Examples with C3 IoT and AWS (Session 1) 220 How Amazon Works Backward from the Customer to Drive Innovation 221 Enabling Enterprise-Grade Security, Risk, and Compliance Posture in the Cloud 222 Creating an Effective Roadmap for Your Cloud Journey 223 Leveraging the AWS Cloud Adoption Framework to Build Your Cloud Action Plan 224 Redis Enterprise for Large-Scale Deployment 225 How to Successfully Exploit the Power of the Matrix 226 Serving Five Billion Meals a Year, Compass Group Relies on AWS to Run SAP 227 Envision Energy’s Cloud Transformation 228 NEW LAUNCH! Introducing Amazon MQ Managed Message Broker Service for ActiveMQ Just Added! 301 Real-World AI and Deep Learning for the Enterprise 302 Optimizing Costs as You Scale on AWS 303 VMware Cloud on AWS Technical Deep Dive 304 VMware Cloud on AWS: A World of Unique Integrations Between VMware and AWS 315 Landing Zones: Creating a Foundation for Your AWS Migrations 316 Keeping Pace With The Cloud: Managing and Optimizing as You Scale 317 Fitch Ratings: Migrating to the Cloud to Transform Business Services Delivery 318 Leveraging a Cloud Policy Framework - From Zero to Well Governed 319 Achieving Your Cloud Efficiency Goals with Metric-Driven Cost Optimization 320 How a Global Healthcare Company Built a Migration Factory to Quickly Move Thousands of Applications to AWS 321 Accelerating Your Portfolio Migration to AWS Using AWS Migration Hub 322 Disaster Recovery with AWS: Tiered Approaches to Balance Cost with Recovery Objectives 323 Enabling Governance, Compliance, and Operational and Risk Auditing with AWS Management Tools 324 Automating and Auditing Cloud Governance and Compliance in Multi-Account Environments 325 Migrating Your Microsoft Applications to AWS 326 Oracle Enterprise Solutions on AWS 327 Migrating Massive Databases and Data Warehouses to the Cloud 328 FINRA's Managed Data Lake: Next-Gen Analytics in the Cloud 329 End-User Computing on AWS with Amazon WorkSpaces and Amazon AppStream 2.0 330 Cox Automotive’s Data Center Migration to the AWS Cloud 331 From Mainframe to Microservices: Vanguard’s Move to the Cloud 332 Getting Started with Serverless Computing Using AWS Lambda 333 Security Operations in 2020 334 Manage and Control Your AWS Costs with AWS Budgets 335 Analyze and Optimize AWS Costs with Cost Explorer, Cost and Usage Reports, and AWS Budgets 336 The AWS Cloud Value Framework 337 How Amazon Scales Its Infrastructure to Handle Billions of Transactions on Prime Day 338 Automate Best Practices and Operational Health for AWS Resources with AWS Trusted Advisor and AWS Health 339 Mapmaking and Location-Based Systems in the Cloud 340 Operation Monitoring and Alerting at Scale in GE Transportation 345 Building and Achieving the Right Availability for Enterprise Apps on AWS 346 How AWS Runs Our Weekly Operations Meetings 401 Successfully Migrating Business-Critical Applications to AWS FSV Financial Services 301 Security Anti-Patterns: Mistakes to Avoid 302 An Architecture for Trade Capture and Regulatory Reporting 303 Building Queryable Archives and Data Lakes for Financial Services 304 Farewell to a Trade-off: Enabling High-scale, Bank-wide Cloud Adoption by Delivering Control and Self-service through Automation and Continuous Compliance 305 Optimizing Payments Collections with Containers and Machine Learning 306 Getting to Yes – Minimal Viable Cloud with Maximum Security 307 Capital Markets Discovery: How FINRA Runs Trade Analytics and Surveillance on AWS 308 Culture Shift: How to Move a Global Financial Services Organization to a DevOps Operating Model 309 Grid Computing for Financial Services 310 Financial Services Chatbots Using AWS Services GAM Gaming 201 Increase Player Engagement with Drops on AWS 301 Migrating the League of Legends Platform into the AWS Cloud 303 Migrating Battleborn and the Spark Platform to Amazon GameLift for Multiplayer Game Servers 305 Automating Mother Nature: How Nexon Used AWS Services to Algorithmically Create and Manage an In-Game Ecosystem 306 uilding a Lake of Wisdom 307 Ubisoft: How For Honor Runs Using Amazon ECS 308 Serverless Matchmaking in AWS: Matching up the Options 309 Breathe Life into a Mobile Game 310 Build a Telemetry and Analytics Pipeline for Game Balancing 311 How Linden Lab Built a Virtual World on the AWS Cloud 401 Designing for the Future: Building a Flexible Event-based Analytics Architecture for Games 402 Using Amazon Machine Learning and Sentiment Analysis to Identify Game Player Reaction and Emotion GEN 17 Alexa Speaker Meet and Greet GPSBUS GPS-Business 201 GPS: Artificial Intelligence, Machine Learning, Deep Learning: Cutting through the Hype 202 GPS: Driving Customer Value with Big Data Analytics 203 GPS: AWS Partner Network 2018 and Beyond: Building Successful and Profitable AWS Practices and Solutions 204 GPS: Building a Profitable Next-Generation AWS MSP Practice 205 GPS: Amazon Connect: Powerful, Proven Cloud Contact Center Solution for Your Enterprise 206 GPS: Best Practices for Building a Partner Database Practice on AWS 207 GPS: Windows Upgrades: Hamster Wheel or Work Space Transformation Opportunity for APN Partners 208 GPS: Customer Insights: Are DevOps Transformation and Workload Migrations Always Better Together? 209 GPS: Cloud-Based Regtech Solutions on AWS 210 GPS: BI and Interoperability for Better Patient Outcomes 211 GPS: Edge Intelligence for IoT Applications 212 GPS: Are Migration Tools a Puzzle or Perfect Lego Blocks? 213 GPS: Success in the Public Sector Market 214 GPS: Key Considerations for Cloud Procurement in the Public Sector 215 GPS: Maximize Innovation and Agility by Building Your SaaS Solution on AWS 216 GPS: Applying AI/ML to Find Security Needles in the Haystack 217 GPS: Evolve your Storage Business Models in AWS 218 GPS: AWS Partner Training: The Key to Accelerating Your Business and Increasing Customer Adoption 219 GPS: Get AWS Certified: Using AWS Certification as a Tool for Your Success 220 GPS: Refactor and Replatform .NET Apps to Use the Latest Microsoft SQL Server Release on AWS and Beyond 221 GPS: Breaking Barriers: Move Enterprise SAP Customers to SAP HANA on AWS in Record Speed 222 GPS: SAP on AWS: Big Businesses, Big Workloads, Big Time 223 GPS: Starting Out with the AWS Partner Network GPSCT GPS-Chalk Talk 201 GPS: Deep Dive on Amazon Lex, AWS Lambda, and IVR 202 GPS: Automating Security in the Cloud: a Case Study on Protecting Controlled Unclassified Information in the Cloud 301 GPS: Crossing the Chasm from Big Data to Machine Learning 302 GPS: Database and Data Warehouse Migrations Using AWS Database Migration Service and AWS Schema Conversion Tool 303 GPS: Where Do All the Data Streams Go? Building a Data Lake on AWS 304 GPSCT304 - GPS: Shaving Seconds: Turbocharge Your Apps 305 GPS: Thinking Microservices as Workflows: AWS Lambda and AWS Step Functions 306 GPS: Automate Contact Centers with Amazon Connect 307 GPS: Containerized Microservices Architecture and Operating APIs at Scale 308 GPS: Developing and Deploying at the Speed of Light: Automating Serverless Deployments 309 GPS: Building Enterprise Data Warehouse, Analytics, and Ad Hoc Solutions on the AWS Big Data Platform 310 GPS: Accelerate the Speed of Migrations from Crawl to Run through AWS Migration Services and Framework 311 GPS: Planning Advanced AWS Networking Architectures 312 GPS: Demonstrating Compliance on AWS: From Manual to Automated Policy 313 GPS: Securing Applications and Services in a Containerized World 314 GPS: Running Microsoft Workloads on AWS: Tips from the Pros 315 GPS: People Like You Also Like This Chalk Talk: Running an Amazon.com-Style Recommendation System 401 GPS: It's Alive! Making Our Apps Smarter with AI 403 GPS: Blockchain in the Enterprise 404 GPS: Industry 4.0 and Operating at the Edge with AWS Greengrass 405 GPS: IoT Everywhere GPSMKT GPS-Marketplaces 201 GPS: Expanding Channel Opportunities: Using AWS Marketplace as a Fulfillment and Procurement Hub 301 GPS: The Path to a Successful Cloud Migration: How AWS Marketplace Helps Our Customers Accelerate Their Journey to the Cloud GPSTEC GPS-Technical 201 GPS: Building an Artificial Intelligence Practice for Consulting Partners 302 GPS: Anti-Patterns: Learning from Failure 303 GPS: Blockchain and the Road to Innovation 304 GPS: Shipping with Porpoise, a Kubernetes Story 305 GPS: Machine Learning in Capital Markets 306 GPS: Continuous Compliance for Healthcare and Life Sciences 307 GPS: Too Many Tools? Amazon EC2 Systems Manager Bridges Operational Models 308 GPS: SaaS Metrics: The Ultimate View of Tenant Consumption 309 GPS: SaaS Monitoring - Creating a Unified View of Multitenant Health Featuring New Relic 310 GPS: IAM Best Practices and Becoming an IAM Ninja 311 GPS: Enhancing Customer Security Using AI/ML on AWS 312 GPS: SAP HANA HA on AWS: Preventing Production Facepalms 313 GPS: Real-Time Data Processing with AWS Lambda Quickly, at Scale, and What Comes Next? 314 GPS: From Monolithic to Serverless – Why and How to Move 315 GPS: Optimizing Tips: Amazon Redshift for Cloud Data Warehousing 316 GPS: Image management Best Practices for Amazon WorkSpaces 317 GPS: From Leaves to Lawns: AWS Greengrass at the Edge and Beyond 318 GPS: IoT Security from Manufacturing to Maintenance 319 GPS: Build Once, Deploy Many: Architecting and Building Automated, Reusable Reference Deployments with AWS CloudFormation 320 GPS: Paving the Yellow Brick Road to the Cloud 321 GPS: VMware on AWS Cloud Technical Deep Dive & Native AWS Services Integration 322 GPS: Creating Your Virtual Data Center: VPC Fundamentals, Connectivity Options, and Partners 323 GPS: SaaS and OpenID Connect: The Secret Sauce of Multitenant Identity and Isolation 324 GPS: Storage for HPC in the Cloud 325 GPS: Enterprise Storage 326 GPS: Industry 4.0: AI and the Future of Manufacturing GPSWKS GPS-Workshop 301 Comprehensive Big Data Analytics Architecture Made Easy - The AWS Marketplace Intelligent Analytical System 401 GPS: Designing a Cloud Enterprise Data Warehouse 402 GPS: Architecture Rodeo 404 GPS: Game Changing C2S Services to Transform Your Customers' Speed to Mission 406 GPS: Migrating a Microsoft ASP.NET Application to AWS 407 GPS: Strategies for Migrating Microsoft SQL Server Databases to AWS 408 GPS: Migrate Your Databases with the AWS Database Migration Service and AWS Schema Conversion Tool 409 GPS: Accelerating Your Portfolio Migration to AWS Using AWS Migration Hub HLC Healthcare 301 Simplifying Healthcare Data Management on AWS 302 Adopting Microservices in Healthcare: Building a Compliant DevOps Pipeline on Amazon ECS 303 Transform Chronic Conditions Analysis with AWS: Stream, Cohort, and Machine Learning 304 Architecting for HIPAA on AWS 305 How Verge Health Leverages Automation to Provide a Mission-Critical, 24x7x365 Health Solution on AWS 307 Building a Secure and Healthcare-Compliant Platform for Adopting a Cloud-First Strategy Using AWS 308 Healthcare Payers and Serverless Batch Processing Engines 309 The American Heart Association and How to Build a Secure and Collaborative Precision Medicine Platform on AWS 310 How Methodist Le Bonheur Healthcare's Focus on Standardizing Compliant Ops Led to Breakthrough Apps IOT 201 The IoT Offering Explained in Plain English 202 Transforming Industry Verticals with AWS IoT 203 Getting Started with AWS IoT 204 AWS Greengrass Basic Workshop 205 Create an IoT Gateway and Establish a Data Pipeline to AWS IoT with Intel 206 Philips HSDP - A Cloud-Based IoT Platform Purposefully Built for Healthcare 207 Panasonic - Building the Road of the Future on AWS 209 NEW LAUNCH! Push Intelligence to the edge with Greengrass Just Added! 210 IoT State of the Union 211 NEW LAUNCH! AWS IoT Analytics from Consumer IoT to Industrial IoT Just 212 NEW LAUNCH! Amazon FreeRTOS: IoT Operating System for MicrocontrollersJust Added! 213 NEW LAUNCH! Introducing AWS IoT 1-Click Just Added! 214 NEW LAUNCH! Introducing AWS IoT Analytics 215 NEW LAUNCH! IoT Made Simple Just Added 216 NEW LAUNCH! Rapidly Build IoT applications Just A 308 One Message to a Million Things - Done in 60 seconds with AWS IoT 309 Compute at the Edge with AWS Greengrass 311 Customer Stories of Things, Cloud, and Analytics on AWS 312 IoT @ Enel: a New Generation IoT Core Platform 313 AWS IoT and Machine Learning for Building Predictive Applications with Smart Connected Products by SKF 315 AWS IoT Rules Engine 316 AWS IoT Explained in Plain English 317 Best Practices for Leveraging the AWS IoT Rules Engine 318 AWS IoT - How Low You Can Go 320 From Product Concept to Mass Production – Design Considerations for Megascale IoT Deployments 321 Continuous Integration and Continuous Deployment for IoT Using Docker 322 CAN Bus Talks to the AWS Cloud 323 Best Practices for AWS Greengrass 324 Best Practices for Connected Home Automation Platforms on AWS 325 Tiny Devices and Big Data 326 Developing Predictive IoT Applications Using AWS IoT and Amazon Machine Learning 328 Building an AWS IoT-Enabled Drink Dispenser 329 AWS Greengrass Advanced Workshop 330 NEW LAUNCH! AWS IoT Device Management Just Added! 331 NEW LAUNCH! Automating IoT Analytics Just Added! 332 NEW LAUNCH! IoT Microcontrollers and Getting Started with Amazon FreeRTOS Just Added! 334 NEW LAUNCH! Implementing IoT Analytics Just Added! 335 NEW LAUNCH! How to manage a large fleet of IoT devices with AWS IoT Device Management Just Added! 336 Accelerating Engie’s IoT Application Roadmap with C3 IoT and AWS IoT 337 Secure Your Edge-to-Cloud IoT Solution with Intel and AWS 401 Translating the Promise of IoT into Business Value and Customer Success 402 Engineering the IoT at AWS 403 NEW LAUNCH! AWS Greengrass and Amazon FreeRTOS: Connectivity and Security at the Edge Just Added! LFS Life Sciences 301 SAGE Bionetworks, the Digital Mammography DREAM Challenge and How AWS Enables Consortium Science to Accelerate Discovery 302 Real World Evidence Platforms to Enable Therapeutic Innovation 303 How to Migrate SAP Applications to AWS While Maintaining Compliance with AWS 304 Born in the AWS Cloud: How Eagle Genomics Uses AWS to Process Billions of DNA Sequence Reads 305 Automated Policy Enforcement for Real-time Operations, Security, and Compliance for Life Sciences 306 How Eli Lilly Leverages AWS as a Clinical Innovation Platform to Change the Patient Experience in Healthcare 307 Using AWS to Maximize Digital Marketing Reach and Efficiency 308 Building Data Lakes for Life Sciences Organizations 309 High-Throughput Genomics on AWS MAE Media and Entertainment 201 Media & Entertainment State of the Union 301 Boom for Your Buck: Rendering with Spot and Deadline on AWS 302 Personalizing PBS National Channels by Shifting to Local Ads and Time Zones Automatically 303 OTT State of Play: Innovation at Netflix, Hulu, Amazon Video, and AWS Elemental 304 Turner's Cloud Archive for CNN's Video Library and Global Multiplatform Versioning 305 Media & Entertainment Workload Migration to the Cloud – Best Practices for AWS Design and Partner Innovation 306 Serverless Media Functions 307 Instant Video Highlights: Build Your Own Frame-Accurate Live-to-VOD Workflow with Image Recognition 308 Rendering on AWS using Thinkbox Deadline 401 Designing for Disney/Marvel Studio-Grade Security 402 Media Intelligence for the Cloud with Amazon AI 404 Enhanced Media Workflows on AWS using Amazon AI Services 405 Build a 360° Immersive Media Video Solution on AWS MCL 202 Ally Bank & Cognizant: Transforming Customer Experience Using Amazon Alexa 204 The Unusual Suspect: How Washington County Sheriff’s Office is using Amazon AI to Identify Persons of Interest For Law Enforcement 205 Introduction to Deep Learning 206 Creating Next Generation Speech-Enabled Applications with 207 Amazon Lex Integration with IVR 209 NEW LAUNCH! Introducing Amazon Translate – Now in Preview Just Added! 210 Machine Learning State of the Union 211 NEW LAUNCH! Introducing Amazon Sumerian – Build VR/AR and 3D Applications Just Added! 212 NEW LAUNCH! AWS DeepLens workshop: Building Computer Vision Applications Just Added! 215 NEW LAUNCH! Introducing Amazon Transcribe – Now in Preview Just Added! 251 An Eye in the Sky: How Radiant Solutions Processes Satellite Imagery with AI and 301 Building a Voice-Enabled Customer Service Chatbot Using Amazon Lex and Amazon Polly 302 Maximizing the Customer Experience with AI on AWS 303 Deep Learning with Apache MXNet and Gluon 305 Scaling Convolutional Neural Networks with Kubernetes and TensorFlow on AWS 306 Making IoT Devices Smarter with Amazon Rekognition 307 Amazon Polly Tips and Tricks: How to Bring Your Text-to-Speech Voices to Life 308 Using a Digital Assistant in the Enterprise for Business Productivity 309 Deep Learning on a Raspberry Pi 310 Building Deep Learning Applications with Apache MXNet and Gluon 311 Accelerating Apache MXNet Models on Apple Platforms Using Core ML 312 Building Multichannel Conversational Interfaces Using Amazon Lex 313 Deep Learning Using Caffe2 on AWS 314 Unlocking Media Workflows Using Amazon Rekognition 315 Deep Learning for Autonomous Driving 316 Deep Learning for Industrial IoT 317 Orchestrating Machine Learning Training for Netflix Recommendations 318 Deep Dive on Amazon Rekognition Architectures for Image Analysis 319 Capturing Voice Input in a Browser and Sending it to Amazon Lex 320 What the Eye Tells the Brain – Addressing Uncertainties in Autonomous Driving 321 Image Recommendations with Amazon Rekognition 322 Optimizing training on Apache MXNet 323 Create Dynamic Conversation Workflows with Amazon Lex and AWS Lambda 324 Building and Running Deep Learning Models on Edge Devices 325 Creating the Voices You Want with Amazon Polly 326 Convert Any Digital Text Into Natural Sounding Speech 327 Integrating Amazon Rekognition into a Security Camera 328 Building Effective Conversational Interfaces 329 Encoder Decoder models for language translation 330 Humans, Plants, and Chairs: Insights from Analyzing over 30 Million Instagram Posts with Amazon Rekognition 331 Building a Virtual Assistant with Amazon Polly and Amazon Lex: Pollexy 332 Using Amazon Lex to Build a Customer Service Chatbot 333 Building Deep Learning Applications with TensorFlow on AWS 334 Find Missing Persons by Scanning Social Media with Amazon Rekognition 335 The future of location services is here. Revolutionizing the user experience with machine learning and AI. 336 NEW LAUNCH! Feature updates for Amazon Rekognition Just Added! 337 Tensors for Large-scale Topic Modeling and Deep Learning 338 From Deep Learning Prototype to Product with Gluon 339 NEW LAUNCH! Amazon Rekognition Video eliminates manual cataloging of video which is expensive, error-prone, and hard to scale. Just Added! 340 NEW LAUNCH! Amazon Sumerian – A Deep Dive Behind the Scenes Just Added! 341 NEW LAUNCH! Infinitely Scalable Machine Learning Algorithms with Amazon AI Just Added! 342 NEW LAUNCH! Graph-based Approaches for Cyber Investigative Analytics Using GPU Accelerated Community Detection and Visualization with Amazon Neptune and Graphistry Just Added! 343 NEW LAUNCH! Natural Language Processing for Data Analytics Just Added! 344 NEW LAUNCH! Training and Hosting Deep Learning Models on Amazon SageMaker Ju 345 NEW LAUNCH! Integrating Amazon SageMaker into your Enterprise Just Added! 346 NEW LAUNCH! Building Virtual Reality and Augmented Reality Applications with Amazon Sumerian Just Added! 347 NEW LAUNCH! Driving Dynamically Animated Characters in VR/AR Applications Using Amazon Sumerian Just Added! 348 NEW LAUNCH! Tuning your Machine Learning model’s hyper-parameters Just Added! 349 Training Chatbots and Conversational Artificial Intelligence Agents with Amazon Mechanical Turk and Facebook’s ParlAI 350 Humans vs. the Machines: How Pinterest Uses Amazon Mechanical Turk’s Worker Community to Improve Machine Learning 355 NEW LAUNCH! Building Advanced Analytics Solutions with Amazon Comprehend (Natural Language Understanding) Just Added! 356 Using Crowdsourced Training Data from Amazon Mechanical Turk to Kick-Start Your First Machine Learning Model 357 Business and Life-Altering Solutions Through AI and Image Recognition 358 BigDL: Image Recognition Using Apache Spark with BigDL 365 NEW LAUNCH! Introducing Amazon SageMaker Just Added! 402 Building Content Recommendation Systems Using Apache MXNet and Gluon 403 Building an Intelligent Multi-Modal User Agent with Voice, Natural Language Understanding, and Facial Animation 404 Deploying Machine Learning Models on AWS Services: Amazon ECS, Amazon EMR, AWS Batch, and AWS Lambda 405 Custom Image Recognition with Deep Learning Using Apache MXNet and Convolutional Neural Networks 406 How Sentiment Analysis Is Performed on Text Using Apache MXNet and Gluon 407 How to Select the Right Framework for Prototyping and Production 408 NEW LAUNCH! Training and Hosting Machine Learning Models on Amazon SageMaker Just Added! MBL Mobile 201 Progressive Web Apps in the Real World: Optimizing Your Web Workflows with AWS Mobile Hub 202 DevOps for a Mobile World: Building an iOS or Android Mobile App in the Cloud 203 Driving effective Digital User Engagement using Analytics, Push Notifications, SMS Text Messages, and Email 204 Architecting Cost-Effective Mobile Backends for Scale, Security, and Privacy 206 Building Conversational Bot Interfaces with Amazon Lex and AWS Mobile Hub 207 Build and Deliver High-Quality Mobile and Web Applications with AWS Device Farm Testing and QA 208 NEW LAUNCH! Introduction to GraphQL and Data driven applications with AWS AppSync 209 Learn How MicroStrategy on AWS is Helping Vivint Solar Deliver Clean Energy 301 Testing and Troubleshooting with AWS Device Farm 303 Learn How Amazon Leverages Amazon Pinpoint to Drive Growth and Engagement with its Popular Music Streaming Service, 304 Easy Demographics and Campaign Management in a Mobile World Using Amazon Pinpoint 305 Implement User Onboarding, Sign-Up, and Sign-In for Mobile and Web Applications with Amazon Cognito 306 Mobile Application Development: State of the Union 307 Tracking and Optimizing Ad Monetization for Your Mobile App 308 Integrating Video in Mobile Apps and Websites 309 User Engagement, Messaging and Analytics using Amazon Pinpoint from A to Z 310 Building Hybrid and Web apps using JavaScript with AWS Mobile 402 NEW LAUNCH! Data Driven Apps with GraphQL: AWS AppSync Deep Dive Just Added! 403 Analytics, Authentication and Data with JavaScript: AWS Amplify 404 NEW LAUNCH! Realtime and Offline application development using GraphQL with AWS AppSync Just Added! MGM-BO-HOLD 26 NEW LAUNCH! Introduction to Managed Rules for AWS WAF Just Added! MSC 201 Building end-to-end IT Lifecycle Mgmt & Workflows with AWS Service Catalog 202 Learn How Salesforce used ADCs for App Load Balancing for an International Rollout 203 How Citrix Uses AWS Marketplace Solutions to Accelerate Analytic Workloads on AWS 204 Leverage AWS Marketplace to Accelerate Production-Ready Workloads 302 How Do I Build a Global Transit Network on AWS? 303 Understand the performance of customer facing applications with AWS Marketplace 304 Enabling Big Data Computing at Pfizer with AWS Service Catalog and AWS Lambda 305 Maximize the Return on Your Storage Investment with AWS Marketplace NET Networking 201 Creating Your Virtual Data Center: VPC Fundamentals and Connectivity Options 202 IPv6 in the Cloud: Protocol and AWS Service Overview 203 Using Amazon VPC Flow Logs to Do Predictive Security Analytics 204 NEW LAUNCH! AWS PrivateLink: Bringing SaaS Solutions into Your VPCs and Your On-Premises Networks Just Added! 205 Networking State of the Union 301 Extending Data Centers to the Cloud: Connectivity Options and Considerations for Hybrid Environments 302 DNS Demystified: Global Traffic Management with 303 A Day in the Life of a Cloud Network Engineer at Netflix 304 Deep Dive into the New Network Load Balancer 305 Advanced VPC Design and New Capabilities for Amazon VPC 306 Planning Advanced AWS Networking Architectures 307 Troubleshooting AWS Direct Connect and VPN on AWS 308 VPC Design Scenarios for Real-Life Use Cases 309 Best Practices for Securing an Amazon VPC 310 NEW LAUNCH! AWS PrivateLink Deep Dive Just Added! 401 Network Performance: Making Every Packet Count 402 Elastic Load Balancing Deep Dive and Best Practices 403 Deep Dive: AWS Direct Connect and VPNs 404 Networking Many VPCs: Transit and Shared Architectures 405 Another Day, Another Billion Flows RET Retail & CPG 201 AI driven digital shopping with Amazon Lex 301 Build a Single Customer View across Multiple Retail Channels using AWS S3 Data Lakes 302 Delight your Retail Customers with an Interactive Customer Service Experience using ChatBot powered by Amazon AI 303 Drive Warehouse Efficiencies with the Same AWS IoT technology That Powers Amazon Fulfillment 304 Rapidly Respond to Demanding Retail Customers with the Same Serverless Architecture That Powers 305 Turbo Charge Your E-Commerce Site with Amazon Cache and Search Solutions SID Security, Complicance, & Identity 201 IAM for Enterprises: How Vanguard Strikes the Balance Between Agility, Governance, and Security 202 Deep Dive on How Capital One Automates the Delivery of Directory Services across AWS Accounts 205 Building the Largest Repo for Serverless Compliance-as-Code 206 Best Practices for Managing Security Operations on AWS 207 Security Change through Feedback 208 Less (Privilege) Is More: Getting Least Privilege Right in AWS 209 Designing and Deploying an AWS Account Factory 210 A CISO’s Journey at Vonage: Achieving Unified Security at Scale 212 Maximizing Your Move to AWS: Five Key Lessons Learned from Vanguard and Cloud Technology Partners 213 Managing Regulator Expectations - Lessons Learned on Positioning AWS Services from an Audit Perspective 214 Best Security Practices in the Intelligence Community 216 Cloud-Native App Protection: Web Application Security at Pearson and other customers using services like AWS WAF and Shield 217 NEW LAUNCH ! Introduction to Managed Rules for AWS WAF Just Added! 218 NEW LAUNCH! Introduction to Amazon GuardDuty Just Added! 301 Using AWS Lambda as a Security Team 302 Force Multiply Your Security Team with Automation and Alexa 303 How You can use AWS’ Identity Services to be Successful on Your AWS Cloud Journey 304 SecOps 2021 Today: Using AWS Services to Deliver SecOps 305 How CrowdStrike Built a Real-time Security Monitoring Service on AWS 306 How Chick-fil-A Embraces DevSecOps on AWS 307 Serverless for Security Officers: Paradigm Walkthrough and Comprehensive Security Best Practices 308 Multi-Account Strategies 309 Credentials, Credentials, Credentials, Oh My! 310 Moving from the Shadows to the Throne 311 Designing Security and Governance Across a Multi-Account Strategy 312 DevSecOps Capture the Flag 313 Continuous Compliance on AWS at Scale 314 IAM Policy Ninja 315 Security and DevOps: Agility and Teamwork 316 Using Access Advisor to Strike the Balance Between Security and Usability 317 Automating Security and Compliance Testing of Infrastructure-as-Code for DevSecOps 318 From Obstacle to Advantage: The Changing Role of Security & Compliance in Your Organization 319 Incident Response in the Cloud 320 Fraud Prevention, Detection, Lessons Learned, and Best Practices 321 How Capital One Applies AWS Organizations Best Practices to Manage Multiple AWS Accounts 322 The AWS Philosophy of Security 324 Automating DDoS Response in the Cloud 325 Amazon Macie: Data Visibility Powered by Machine Learning for Security and Compliance Workloads 326 AWS Security State of the Union 327 How Zocdoc Achieved Security and Compliance at Scale With Infrastructure as Code 328 Cloud Adoption in Regulated Financial Services 329 A Deep Dive into AWS Services 330 Best Practices for Implementing Your Encryption Strategy Using AWS Key Management Service 331 Architecting Security and Governance Across a Multi-Account Strategy 332 Identity Management for Your Users and Apps: A Deep Dive on Amazon Cognito 333 Security at Scale: How Autodesk Leverages Native AWS Technologies to Provide Uniformly Scalable Security Capabilities 334 How Amazon Business Uses Amazon Cloud Directory as the Data Store for Its Account Management Platform 335 Implementing Security and Governance across a Multi-Account Strategy 336 Use AWS to Effectively Manage GDPR Compliance 337 Best Practices for Managing Access to AWS Resources Using IAM Roles 338 Governance@scale 339 Deep Dive on AWS CloudHSM 340 Using Infrastructure as Code to Inject Security Best Practices as Part of the Software Deployment Lifecycle 341 Using AWS CloudTrail Logs for Scalable, Automated Anomaly Detection 342 Protect Your Web Applications from Common Attack Vectors Using AWS WAF 343 User Management and App Authentication with Amazon Cognito 344 Soup to Nuts: Identity Federation for AWS 345 AWS Encryption SDK: The Busy Engineer’s Guide to Client-Side Encryption 346 NEW LAUNCH! DNS Validation for AWS Certificate Manager Just Added! 347 Embedding Security into DevOps on AWS with Automation Toolsets 350 How Dow Jones Identifies, Analyzes, and Remediates Security Issues with Hammer 401 Let's Dive Deep Together: Advancing Web Application Security 402 An AWS Security Odyssey: Implementing Security Controls in the World of Internet, Big Data, IoT and E-Commerce Platforms 404 Amazon Inspector – Automating the “Sec” in DevSecOps 405 Five New Security Automation Improvements You Can Make by Using Amazon CloudWatch Events and AWS Config Rules SRV Serverless 210 Improving Microservice and Serverless Observability with Monitoring Data 211 Building Smart Applications Leveraging AWS to Drive Customer and Worker Experience 212 Build a Scalable Serverless Web Application on AWS That Can Span Millions of Concurrent Users 213 Thirty Serverless Architectures in 30 Minutes 214 How to Handle PCI and HIPAA Compliance with Serverless Architecture 215 NEW LAUNCH! AWS Serverless Application Repository Just Added! 301 Optimizing Serverless Application Data Tiers with Amazon DynamoDB 302 Building CI/CD Pipelines for Serverless Applications 303 Monitoring and Troubleshooting in a Serverless World 304 Building High-Throughput Serverless Data Processing Pipelines 305 What's New in Serverless 306 State Machines in the Wild! How Customers use AWS Step Functions 307 Operating Your Serverless API in Production at Scale 308 Securing Serverless Applications Step-by-step 309 Keys to Successfully Monitoring and Optimizing Innovative and Sophisticated Cloud Applications 310 Designing Microservices with Serverless 311 Authoring and Deploying Serverless Applications with AWS SAM 312 Taking Serverless to the Edge 313 Building Resilient, Multi-Region Serverless Applications 314 Building a Serverless Pipeline to Transcode a Two-Hour Video in Minutes 315 How We Built a Mission-Critical, Serverless File Processing Pipeline for over 100 Million Photos 316 How Agero is Preventing and Detecting Vehicle Accidents in Real-Time with Serverless Computing 317 Unlocking High Performance Computing for Financial Services with Serverless Compute 318 Research at PNNL: Powered by AWS 319 How Nextdoor Built a Scalable, Serverless Data Pipeline for Billions of Events per Day 320 Best Practices for Using AWS Lambda with RDS/RDBMS Solutions 321 Serverless Reactive Microservices on AWS 322 Migration to Serverless: Design Patterns and Best Practices 323 ServerLESS is More 324 AWS Lambda and the JVM 325 A Serverless Pipeline for Video Frame Analysis and Alerting 326 How to Approach Continuous Integration for Serverless Applications 327 Step-by-Step: Seven AWS Step Functions Patterns that Help You Optimize Everyday Tasks and Build Powerful New Applications 328 Serverless and Organizational Effectiveness 329 Lessons in Serverless Architecture for IoT from iRobot 330 Serverless DevOps to the Rescue 331 Workshop: Build a Multi-Region Serverless Application for Resilience and High Availability 332 Building Serverless Real-Time Data Processing (Now with Unicorns!) 333 Designing and Implementing a Serverless Media Processing Workflow Using AWS Step Functions 334 Making Things Right with AWS Config Rules and AWS Lambda 335 Best Practices for Orchestrating AWS Lambda Workloads 336 Build a Serverless, Face-Recognizing IoT Security System with Amazon Rekognition and MongoDB Stitch 401 Become a Serverless Black Belt: Optimizing Your Serverless Applications 403 Serverless Authentication and Authorization: Identity Management for Serverless Applications 422 Centralizing Serverless Authorization for Fast-Moving, Independent Microservices Teams 423 Using AWS SAM to Develop, Deploy, and Monitor Serverless Applications 424 Massively Parallel Data Processing with PyWren and AWS Lambda 425 Serverless OAuth: Authorizing Third-Party Applications to Your Serverless API STG Storage 201 Storage State of the Union 202 Is Your SaaS Covered? Best Practices for Preventing Data Loss in Microsoft Office 365 203 Get Rid of Tape and Modernize with AWS 204 Migrating Large Scale Data Sets to the Cloud 205 #EarthonAWS: How NASA Is Using AWS 206 Big Data: Data Lakes and Data Oceans 301 Deep Dive on Amazon S3 & Infrastructure, with special guest, Sprinklr 302 Best Practices for Amazon S3, with Special Guest, Human Longevity, Inc. 303 Deep Dive on Amazon Glacier 304 Deep Dive on Data Archiving in Amazon S3 & Amazon Glacier, with Special Guest, 20th Century Fox 305 Deep Dive on Backup to the AWS Cloud 306 Deep Dive on Amazon Elastic Block Store (Amazon EBS) 307 Deep Dive on Amazon Elastic File System (Amazon EFS) 308 Hybrid Cloud Data Management: Using Data for Business Outcomes 309 Deep Dive: Using Hybrid Storage with AWS Storage Gateway to Solve On-Premises Storage Problems 310 Files in AWS: Overcoming Storage Challenges for Common File Use Cases, with Special Guest Celgene 311 Deep Dive on Amazon S3 & Amazon Glacier Storage Management with Special Guest, Alert Logic 312 Best Practices for Building a Data Lake in Amazon S3 and Amazon Glacier, with Special Guests, Airbnb & Viber 313 Big Data Breakthroughs: Process and Query Data In Place with Amazon S3 Select & Amazon Glacier Select 314 Case Study: Learn How HERE Uses JFrog Artifactory with Amazon EFS to Support Millions of Artifacts for CI/CD Systems Used by Thousands of Active Developers 315 Case Study: Learn How Thomson Reuters Uses Amazon EFS to Deliver Billions of Pieces of Content to Hundreds of Millions of Visitors Every Year 316 Dive Deep and Learn how to Choose and Optimize Storage for Big Data Analytics Workloads with Special Guest ViaSat 317 Deploying Highly Available Windows File Services with Hybrid Cloud Tiering by Using AWS Storage Gateway and Amazon S3 318 Case Study: Learn how to Choose and Optimize Storage for Media and Entertainment Workloads with Special Guest Theory Studios 319 Data Security in the Cloud Demystified – Policies, Protection, and Tools for Your Data Assets 320 AWS Hybrid Storage Solutions Unleashed: The Secrets to Deploying and Migrating to a Hybrid Storage Environment 321 Amazon EFS: Leverage the Power of a Distributed Shared File System in the Cloud 323 Migrating Millions of Video Content Files to The Cloud Using AWS Snowball 324 Learn to Build a Cloud-Scale WordPress Site That Can Keep Up with Unpredictable Changes and Capacity Demands 325 Case Study: Come Learn How SiriusXM and Digital ReLab Leveraged Amazon EFS for their Media Workflows 326 Learn How to Build a Scalable and Highly Available Messaging Service with IBM and TIBCO Solutions Using Amazon EFS 327 Chalk Talk: Learn How to Maximize Throughput to Amazon EFS File Systems by Using Parallel Data Access Methods 328 Formulas for Data Protection 329 Case Study: ProtectWise Optimizes Performance of Cassandra and Kafka Workloads with Amazon EBS 330 Case Study: How Experian Leverages Amazon EC2, EBS, and S3 with Cloudera Hadoop for Big Data Analysis 401 This Is My Architecture - Lightning Round: Most innovative storage solutions TLC Telecommunications 201 On Demand and Under Budget: Vodafone TV's Journey to a Cloud-Centric Architecture 202 Reimagining Customer Service: How Aspect Used Microservices and Serverless Technology to Transform Its Customer Engagement Platform 301 Always Online: Real-Time Communications on AWS 303 Walkthrough: Setting up a Highly Available Communications Platform on AWS 304 At the Cutting Edge: AWS IOT & Greengrass for Multi-Access Edge Computing WPS Public Sector 1 WWPS Breakfast 203 Building Your Tech Talent Pipeline 204 Effective Emergency Response in AWS 205 Is AWS GovCloud Right for Your Regulated Workload? 206 Modernizing Government in the Cloud 207 Building On-Demand Classrooms and Labs Using Amazon WorkSpaces and Amazon AppStream 2.0 301 Navigating HIPAA and HITRUST: A Quick-Start Guide to Account Governance Strategies 302 FedRAMP Accelerated: Speeding Up the ATO Process WPT We Power Tech 1 She Powers Tech Reception 201 Gender Identity in Tech 202 Underrepresented: Bridging the Racial Digital Divide 203 Diversity in Tech: Lightning Talks 204 She Powers Tech: Women Supporting Women in Tech WIN Windows 201 Enterprise Innovation? Yes, with AWS Cloud, AI, and IoT 202 The Gronk Effect: Efficiently Handling Huge Spikes in Traffic Using Predictive Analytics at DraftKings 203 VFX Rendering with Amazon EC2 for Windows Server and Thinkbox Deadline 204 Simplifying Microsoft Architectures with AWS Services 205 Building a Better .NET Bot with AWS Services 301 Migrating Microsoft SQL Server Databases to AWS – Best Practices and Patterns 302 Deep Dive on Active Directory – From One to Many AWS Regions 303 Move Your .NET Apps to AWS Without Betting the House 304 How to Bring Microsoft Apps to AWS to Unlock your Budget 305 Architecting Microsoft Applications with VMware on AWS 306 Design, Deploy, and Optimize Microsoft SQL Server on AWS 307 Verizon: Modernizing Enterprise Infrastructure with AWS 309 How to Optimize AWS Architectures for SharePoint Deployments 310 Integrating AWS Managed Active Directory into Office 365 311 Unified Access Management with AWS Managed Services for Microsoft Active Directory 312 Deploying .NET Application CI/CD Pipelines on AWS 313 Ensuring Your Windows Workloads are Well Architected 314 Strategies for Migrating Microsoft SQL Databases to AWS 315 Deploying .NET Applications to AWS: Best Practices with KPMG 401 Migrating Microsoft Applications to AWS 402 Extending VSTS Build/Release Pipelines to AWS 403 AWS Directory Service for Microsoft Active Directory Deep Dive 404 How to Extend your Office 365 Investment to AWS 405 The Best of Both Worlds: Deploying Multi-Region SQL Server Clusters on AWS for HA and DR