AWS Summit Online América 2021
2021-05-12..2021-05-13
-- online --
| title | author | length |
|---|---|---|
| Build, Train, and Deploy Machine Learning Models on AWS | Ariel Kirsman | 32m |
Amazon SageMaker is presented as a full ML platform on AWS for preparing data, detecting bias, training, tuning, deploying, and monitoring models. The talk… | ||
| Kickstart Your Machine Learning Career with AWS DeepRacer | Memo Döring | 29m |
Introduction to AWS DeepRacer showing how developers can gain hands-on experience building reinforcement learning models for autonomous driving using the AWS… | ||
| Find Accurate Information Faster with Intelligent Search | Edzon Sánchez | 30m |
Amazon Kendra, an ML-powered intelligent search service, is presented as a solution for enterprise search problems. It explains using natural language… | ||
| Turning Data into Knowledge | Victor Gude | 28m |
Explains how AWS services can store, organize, protect and analyze growing volumes, variety and velocity of data. Presents the AWS data lake architecture and… | ||
| Modernize Your Data Warehouse | Oscar Mendoza | 22m |
Migrating on-premises data warehouses to cloud-based lakehouse architectures using AWS to reduce cost, improve performance, and keep existing SQL skills. The… | ||
| Migrating to managed Analytics services | Andres Palacios | 32m |
Migration of open-source analytics stacks (Spark, Elasticsearch, Apache Kafka, etc.) to fully managed AWS analytics services to make Big Data processing, log… | ||
| How to integrate analytics into your applications with Amazon QuickSight | Gabriel Gasca Torres | 30m |
Amazon QuickSight makes it easier to embed interactive dashboards and visualizations into applications so users can explore application data. The talk explains… | ||
| Build Enterprise Solutions with Blockchain | Jorge Alfaro Hidalgo | 20m |
Explains what blockchain is, common enterprise use cases, and AWS’s perspective on the technology. Describes AWS blockchain services—especially Amazon Managed… | ||
| Selection and optimization of EC2 instances | Gustavo Veloso | 35m |
Amazon EC2 platform options and instance selection: explains how to choose among 400+ EC2 instance types for different workloads, and how to scale and… | ||
| HPC on AWS: Innovation Without Infrastructure Constraints | José Lorenzo Cuéncar Garza | 33m |
The talk explains how to run high-performance computing (HPC) workloads on AWS using Amazon EC2 (new instance types), Amazon FSx for Lustre, Elastic Fabric… | ||
| Reinventing Hybrid: Extending AWS Where Enterprises Need It | Felipe De Bene | 20m |
AWS presents how it extends AWS infrastructure, services and APIs to run workloads outside traditional AWS regions—on-premises, at edge locations, in large… | ||
| Amazon Connect and the Future of Cloud Contact Centers | Angelica Ortega | 31m |
Amazon Connect is a cloud-based contact center platform used by Amazon customer service and handling over a billion interactions yearly. The talk presents… | ||
| Introduction to AWS Databases: Build for the Future | Diego Olivera | 30m |
Overview of AWS database offerings: describes the more than 15 AWS-designed database engines (covering different data models) and when to choose a… | ||
| Building Modern Applications with Custom Databases | Gabriel Paredes | 25m |
Explains why modern apps are being reworked from monoliths into decoupled microservices and the database consequences: instead of one general-purpose database… | ||
| Introduction to AWS for new cloud developers | Andrés Felipe Victoria | 28m |
Introduces AWS tools for new cloud developers to build modern applications using serverless and container-based architectures. Covers AWS CI/CD services for… | ||
| Developer guide to infrastructure as code on AWS | Memo Döring | 30m |
Provides practical guidance on using Infrastructure as Code on AWS with AWS CloudFormation and the AWS Cloud Development Kit (CDK). Covers best practices for… | ||
| Getting more value from data | Javier Cristancho | 30m |
How financial organizations can break down data silos and extract more value using AWS: the talk covers AWS services for secure, scalable data storage… | ||
| Changing Tomorrow with AWS IoT | Raúl Hugo | 30m |
Overview of AWS IoT services and solutions: how AWS IoT securely connects and manages devices, collects and analyzes device data, and enables building and… | ||
| Full-Stack Application Development Completely Serverless | Marcia Villalba | 27m |
Shows how to build and manage cloud-native, full-stack web applications using serverless AWS services. Uses AWS Lambda and Amazon DynamoDB for the backend… | ||
| Modernizing Applications with Containers and Serverless | Hernan Garcia | 35m |
Explains architectural principles and core components for modernizing applications using containers and serverless on AWS. Covers how containers and AWS… | ||
| Containers on AWS: More choice and power than ever before | Jhon H. Guzmán | 26m |
Explains the container service options available on AWS (including running Docker and Kubernetes) and compares the benefits of each service. Provides guidance… | ||
| Speed up innovation with cloud resource management and governance | Rene Martinez | 31m |
This presentation covers managing and governing cloud resources to accelerate innovation while maintaining security and compliance. It discusses operational… | ||
| Speed Up Your VMware Migration and Modernization with AWS | Isaac Hernández | 35m |
Describes using VMware Cloud on AWS to accelerate migrations and modernization of VMware environments by preserving existing VMware tools (vCenter, vSphere… | ||
| Building the Right Foundations for Your Migration | Fabio Leandro Rodrigues, Luís Gerardo Baeza | 30m |
Covers the foundational capabilities needed for a successful AWS cloud migration, focusing on functional areas like security, operations, governance, and… | ||
| AWS Networking Fundamentals | Gerardo Vázquez | 34m |
Covers Amazon Virtual Private Cloud (VPC) fundamentals: IP space selection, subnetting, routing, security, NAT, and other VPC building and design elements… | ||
| Building, testing and operating robots with AWS | Rafael Miranda | 30m |
Presents AWS robotics solutions for building, testing, and managing robot software: using ROS cloud extensions to add capabilities to robots, AWS RoboMaker… | ||
| Identity Services on AWS | Dario Goldfarb | 28m |
Covers AWS identity services and their approach to identity management for both employees and customers, focusing on who can access what across users… | ||
| Advanced Threat Detection and Automated Response on AWS | Omner Barajas | 25m |
Covers AWS security services and account-level considerations for designing and managing security in a multi-account AWS environment. Explains how to detect… | ||
| Accelerating Innovation with Amazon EBS | José Peñúñuri | 30m |
Amazon EBS block storage capabilities for high-performance workloads are presented, including availability, security, and performance features for large-scale… | ||
| Optimizing Amazon S3: Faster Performance and Lower Storage Cost | Luis Caro, PhD | 31m |
Explains how to choose among Amazon S3 storage classes and configuration options to balance lower latency and reduced storage costs based on application access… | ||
| Reinventing Medical Imaging with AWS Machine Learning | Luís Gerardo Baeza, Bram van Ginneken, Razvan Ionasec | 28m |
Shows how AWS uses machine learning and cloud services to improve medical imaging workflows, reduce costs, and help healthcare organizations deliver better… | ||
| ITBA restarts its systems with AWS for online education | Martin Giller, Marcos Boaglio | 29m |
ITBA implemented a digital transformation plan to keep teaching continuous during the pandemic by fully renewing its IT services on Amazon Web Services (AWS)… | ||
| Extending Cloud and Transformation to the Edge | Jorge Alfaro Hidalgo | 24m |
Explains AWS solutions for edge computing that combine local processing with the Cloud to support real-time, low-latency use cases. Describes using AWS… | ||
| Protecting Networks and Applications on AWS | Giovanni Rodríguez | 31m |
Overview of AWS network and application protection, explaining how AWS security services—AWS Firewall Manager, AWS Network Firewall, AWS Shield, and AWS… | ||
| Solve Common Business Needs with AI and ML | Cristian Romero | 29m |
AWS shows how to use its AI and ML managed services to solve common business needs, covering concrete use cases such as personalized recommendations… | ||
| Push Your ML Model to Top Speed (AWS DeepRacer) | Javier Ramirez | 30m |
AWS DeepRacer session about improving reinforcement learning models for racing by using human analysis of RL training logs. It covers examining training logs… | ||
| Better availability and automated code reviews with ML | Iván González | 17m |
Shows how to use AWS AI services and machine learning to automate code review and operational tasks for distributed applications, with the goal of improving… | ||
| Enterprise Workload Renewal Strategies | Ivan Salazar, Adler Oliveira | 31m |
Strategies for modernizing legacy enterprise workloads on AWS are presented, covering Microsoft, SAP, VMware, Oracle and mainframe systems. The session… | ||
| Secure Access to Applications and Desktops from Home | JP Santana | 35m |
Covers AWS innovations for securely delivering virtual desktops and streaming corporate applications to remote workers after COVID-19. Describes technologies… | ||
| Exploration phase of an SAP migration to AWS | Angel Goñi | 27m |
Covers best practices, AWS products and services for migrating SAP systems to AWS, focusing on the initial exploration phase. Explains planning steps to assess… | ||
| Better User Experience and Security with Edge Services | Hector Ibarra | 35m |
Explains AWS edge networking using Amazon CloudFront, AWS Global Accelerator, Amazon Route 53, AWS WAF, and AWS Shield to improve end-user performance and… | ||
| Modernize, Scale, and Protect File-Based Storage | Daniel Maldonado | 34m |
The talk explains using AWS file-storage services—Amazon FSx for Windows File Server (Windows/SMB managed storage) and Amazon EFS (cloud-native elastic NFS)—to… | ||
| Free to Save, Grow, and Innovate: AWS Databases | Daniel Ayala | 35m |
Discusses moving from costly, hard-to-scale legacy databases to fully managed AWS database services—naming Amazon Aurora, Amazon DynamoDB and Amazon… | ||
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