AWS re:Invent 2018
AWS re:Invent 2018

AWS re:Invent 2018

AWS

Overview
Episodes

Details

AWS re:Invent 2018 Conference

Recent Episodes

IOT368: Extracting Insights from Industrial Data Using AWS IoT Services
DEC 1, 2018
IOT368: Extracting Insights from Industrial Data Using AWS IoT Services
IoT (IIoT) bridges the gap between legacy industrial equipment and infrastructure and new technologies, such as machine learning, cloud, mobile, and edge computing. In this session, we focus on how you can extract data from your industrial data sources and build operational insights using AWS IoT services. We cover how to bridge traditional on-premises applications and data stores with new cloud-based IoT applications.
play-circle
37 MIN
SEC401: Mastering Identity at Every Layer of the Cake
DEC 1, 2018
SEC401: Mastering Identity at Every Layer of the Cake
Most workloads on AWS resemble a finely crafted cake, with delight at every layer. In this session, we help you master identity at each layer of deliciousness: from platform, to infrastructure, to applications, using services like AWS Identity and Access Management (IAM), AWS Directory Service, Amazon Cognito, and many more. Leave with a firm mental model for how identity works both harmoniously and independently throughout these layers, and with ready-to-use reference architectures and sample code. We keep things fun and lively along the way with lots of demos, which will hopefully make up for our decided lack of anything resembling the sweet confections we'll be talking so much about!
play-circle
52 MIN
SRV316: Serverless Stream Processing Pipeline Best Practices
DEC 1, 2018
SRV316: Serverless Stream Processing Pipeline Best Practices
Real-time analytics has traditionally been analyzed using batch processing in DWH/Hadoop environments. Common use cases use data lakes, data science, and machine learning (ML). Creating serverless data-driven architecture and serverless streaming solutions with services like Amazon Kinesis, AWS Lambda, and Amazon Athena can solve real-time ingestion, storage, and analytics challenges, and help you focus on application logic without managing infrastructure. In this session, we introduce design patterns, best practices, and share customer journeys from batch to real-time insights in building modern serverless data-driven architecture applications. Hear how Intel built the Intel Pharma Analytics Platform using a serverless architecture. This AI cloud-based offering enables remote monitoring of patients using an array of sensors, wearable devices, and ML algorithms to objectively quantify the impact of interventions and power clinical studies in various therapeutics conditions.
play-circle
43 MIN
AIM396: ML Best Practices: Prepare Data, Build Models, and Manage Lifecycle
DEC 1, 2018
AIM396: ML Best Practices: Prepare Data, Build Models, and Manage Lifecycle
In this session, we cover best practices for enterprises that want to use powerful open-source technologies to simplify and scale their machine learning (ML) efforts. Learn how to use Apache Spark, the data processing and analytics engine commonly used at enterprises today, for data preparation as it unifies data at massive scale across various sources. We train models using TensorFlow, and we use MLflow to track experiment runs between multiple users within a reproducible environment. We then manage the deployment of models to production. We show you how MLflow can be used with any existing ML library and incrementally incorporated into an existing ML development process. This session is brought to you by AWS partner, Databricks.
play-circle
49 MIN
DEM103: How to Move Data to Amazon S3 and Access It On-Premises
DEC 1, 2018
DEM103: How to Move Data to Amazon S3 and Access It On-Premises
Join this demo-driven session to learn about a simple way to move data rapidly into Amazon S3. Then, see how to access it on-premises with AWS Storage Gateway for local applications. You'll leave understanding how to improve data transfer performance without the manual labor of extensive scripting or the cost of third-party licensed software.
play-circle
60 MIN