AWS Summit AMER 2020
| title | author | length |
|---|---|---|
| ML + Big Data: Spark on Amazon SageMaker with Amazon Glue | Rodrigo Alarcón | 28m |
Shows how to build large-scale ML preprocessing pipelines by running Apache Spark jobs on AWS Glue (serverless Spark) and integrating those pipelines with a… | ||
| Build, train and deploy Machine Learning models with Amazon SageMaker | Edzon Sánchez | 34m |
Amazon SageMaker tools for building, training, and deploying machine learning models are presented, including notebooks, experiment management, automatic model… | ||
| Introduction to Amazon SageMaker Studio, a Complete IDE for ML | Edzon Sánchez | 32m |
Amazon SageMaker Studio is presented as a unified IDE for machine learning that gives integrated tools and visibility across the entire ML lifecycle. It covers… | ||
| Your First Steps with AWS DeepRacer | Martin Dominguez | 31m |
Hands-on workshop introducing AWS DeepRacer and reinforcement learning for developers with no prior ML experience. Participants build and train a reinforcement… | ||
| Deep Learning with TensorFlow, PyTorch and MXNet on AWS | María Gaska | 32m |
How to run large-scale deep learning on AWS using TensorFlow, PyTorch and Apache MXNet: scaling distributed training across many GPUs, reading massive training… | ||
| Turning Data into Insight | Alejandro Flores | 24m |
AWS analytics services that range from cloud data warehouses to serverless data lakes are presented as a mature, integrated toolkit for turning data into… | ||
| Modernizing the Data Warehouse | Luis Caro, PhD | 24m |
Modernizing data warehouses by combining Amazon Redshift with an Amazon S3–based data lake to implement a "lake house" approach. The session explains accessing… | ||
| Migrating to Managed Analytics Services | Andrés M. Palacios | 35m |
How organizations move from on-premises data platforms to AWS managed analytics services to scale and speed data-driven actions. It covers using Amazon EMR… | ||
| Innovate with blockchain and ledger technologies | Diego Olivera | 33m |
Overview of how blockchain and ledger technologies can be applied to supply chains, product provenance, digital credentials, and electronic wallets, with… | ||
| Getting the most out of Amazon EC2 | Bruno Laurenti | 30m |
Amazon EC2's instance types and purchasing options are explained, including when to use On-Demand, Reserved, Spot instances, or Savings Plans to minimize total… | ||
| Power your workloads with eight new Amazon EBS features | Hernan Garcia | 27m |
Describes eight new Amazon EBS features that improve availability, security, performance, and backups for enterprise apps, relational and NoSQL databases… | ||
| Nitro: How the virtualization system powers the new generations of Amazon EC2 | Mauricio Zajbert | 27m |
Nitro is a hardware-and-software virtualization system AWS built to offload functions and provide hardware-based security for Amazon EC2. The talk reviews… | ||
| Getting started with AWS AppMesh | Herbert Gomez | 18m |
Overview of AWS App Mesh: what it is and new features for secure inter-service communication. Explains integration with Amazon EKS and Amazon ECS and includes… | ||
| Building modern applications using Amazon Elastic Kubernetes Service | Jesús Humberto Contreras Rancurello | 20m |
Amazon EKS (Elastic Kubernetes Service) is presented as a fully managed Kubernetes service for building modern applications with strong security, reliability… | ||
| Managed Database Services on AWS | Ariel Kirsman | 30m |
Overview of AWS managed database services for running relational and non-relational workloads without managing servers, patching, backups or recovery. Covers… | ||
| AWS Databases: Robust capabilities, scalability and low cost | Rene Martinez | 30m |
AWS database services that combine open-source flexibility and low cost with enterprise-grade features and operational management are presented as alternatives… | ||
| Databases purpose-built for modern applications | Oscar Mendoza | 24m |
Overview of purpose-built databases on AWS for modern, highly distributed applications: relational, key-value, wide-column, document, in-memory, graph… | ||
| Infrastructure as Code on AWS | Javier Cristancho | 24m |
Covers Infrastructure as Code on AWS, focusing on AWS CloudFormation and the AWS Cloud Development Kit (CDK). Explains how these tools automate provisioning… | ||
| CI/CD best practices for building modern applications | Gustavo Veloso | 29m |
Practical CI/CD best practices for building modern applications, focusing on serverless and container-based architectures. Covers using infrastructure-as-code… | ||
| Quantifying the business value of AWS | Mauricio Muñez | 30m |
A framework for building a complete cloud migration business case on AWS, covering how to quantify and maximize value drivers beyond just infrastructure cost… | ||
| Move your desktops and applications to end-user compute services on AWS | Andrés Felipe Victoria | 29m |
Explains how to move virtual desktops and applications to AWS using Amazon WorkSpaces and Amazon AppStream 2.0 to gain security, scalability, performance, and… | ||
| Modernizing Databases for Financial Services Applications | Herbert Gomez | 30m |
Covers how modern database technologies and architecture patterns can deliver the performance, scale, and resilience required by financial services… | ||
| Unlocking the potential of the Internet of Things (IoT) | Cindy Polin | 24m |
AWS IoT platforms and services for collecting and reasoning over data from connected devices — from bulbs and industrial equipment to smartwatches — to help… | ||
| What's new in AWS IoT | Jorge Alfaro Hidalgo | 24m |
Overview of new AWS IoT capabilities: device software for deploying and running devices in the field integrated with AWS, connectivity and control services for… | ||
| Increasing your applications' availability with Amazon CloudWatch | Andrés Lindo | 32m |
How to use Amazon CloudWatch to lower mean time to detect (MTTD) and mean time to recover (MTTR) for containerized applications by using CloudWatch composite… | ||
| How to build your own migration factory with AWS Migration Hub and CloudEndure | José Peñúñuri | 21m |
Demonstrates building a migration factory for lift-and-shift migrations using the CloudEndure Migration API and AWS Migration Hub. Covers automating tasks such… | ||
| Networking fundamentals on AWS | Gastón Ansaldo | 35m |
Covers Amazon VPC fundamentals: VPC design and construction including IP address selection, subnets, routing, security, and NAT. Reviews strategies and use… | ||
| Scaling Applications with AWS Global Accelerator and Amazon CloudFront | Jesús Federico | 28m |
Explains two practical strategies for delivering high-performance, highly available applications using Amazon CloudFront and AWS Global Accelerator. First… | ||
| Learn how AWS RoboMaker works for robot simulation | Adler Oliveira | 24m |
AWS RoboMaker is presented as a cloud service for building and testing robot applications faster and more safely by running large-scale simulations. The talk… | ||
| SAP on AWS: HA and DR fundamentals | Angel Goñi | 29m |
Covers high-availability (HA) and disaster-recovery (DR) fundamentals for SAP HANA running on AWS, focusing on designing infrastructure to minimize downtime… | ||
| Discover the features of the revamped Amazon Macie for data classification and protection | Dario Goldfarb | 26m |
Amazon Macie is a managed AWS service for data security and privacy that locates sensitive data, analyzes user access behavior, and protects against data… | ||
| Introducing: AWS Cloud security best practices standard | Manuel Purón | 25m |
An overview of the new AWS Security Hub standard called AWS Foundational Security Best Practices, which provides automated security controls to detect when AWS… | ||
| Access management in 4D | Dario Goldfarb | 27m |
Covers how to manage access decisions—who can access what and under which conditions—using AWS services to build real-time, context-aware authorization… | ||
| Building Hybrid Architectures with VMware and AWS | Damián Rivas | 29m |
Explains how to build hybrid cloud architectures using VMware Cloud on AWS and native AWS services. Covers integration and migration best practices to… | ||
| Cost optimization in Amazon S3, Amazon EBS, and beyond | Federico Fernández Feijó | 30m |
Practical guidance on reducing storage costs in AWS while keeping required performance for workloads. Covers cost-optimization mechanisms and best practices… | ||
| Migration to Managed File Storage and tools to move your data to AWS | Andres Alzate | 30m |
Covers migrating on-premises file storage to managed AWS services: Amazon EFS for NFS/Linux workloads and Amazon FSx for Windows File Server for SMB/Windows… | ||
| Best practices for building your data lake on Amazon S3 | Alejandro Flores | 31m |
Covers best practices for building a data lake on Amazon S3, focusing on choosing storage classes and storage architecture to enable flexibility and rapid… | ||
| Thinking serverless: From business problem to Serverless solution | Ivan Salazar | 34m |
How to design a serverless solution for a customer problem using more than just AWS Lambda: the talk covers using a range of AWS serverless services and… | ||
| Remove Barriers and Provide Access for Everyone | Gabriel Gasca | 33m |
How public-sector organizations use AWS to enable remote work and services, focusing on Amazon WorkSpaces, Amazon Connect and other AWS cloud tools to maintain… | ||
| Critical Components for Digital Transformation in the Public Sector | Marcos Boaglio | 27m |
How cloud technologies (AWS) enable digital transformation in public-sector organizations facing budget and operational constraints. It outlines critical… | ||
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