Automating Genomics Workflows on AWS - AWS Online Tech Talks
Skills:
Tool Use & Function Calling90%Agent Foundations80%Autonomous Workflows80%Multi-Agent Systems70%
Although advances have been made in reducing secondary analysis run times, data analysis continues to be a bottleneck for organizations as throughputs increase. Analyzing samples in sequence and manual provisioning of compute resources contribute to this constraint. To help genomics organizations optimize their workflows, AWS for Genomics offers a variety of AWS and AWS Partner workflow automation tools designed to help organizations leverage the benefits of the AWS Cloud, such as utilizing AWS’ scalable capacity to run multiple analyses in parallel and provisioning the appropriate quantity and type of compute resources. This tech talk will explore AWS’ portfolio of genomic workflow automation solutions, including the new Amazon Genomics CLI, a purpose-built tool designed to help genomics and life sciences customers process genomic data at petabyte scale. Additionally, we will detail additional AWS for Genomics solutions, including Partner offerings as well as Cromwell on AWS and Nextflow on AWS, and cover varying implementation paths.
Learning Objectives:
*Learn how AWS native services and solutions like Amazon Genomics CLI can help genomics organizations efficiently run experiments without the need for deep expertise
*Understand how to leverage open source and APN partner solutions such as Nextflow and Cromwell on AWS
*Hear how customers are leveraging AWS for workflow automation to help expedite analytical run times and scale to accommodate larger data sets in highly secure, modular environments
***To learn more about the services featured in this talk, please visit: https://aws.amazon.com/health/genomics/solutions/ Subscribe to AWS Online Tech Talks On AWS:
https://www.youtube.com/@AWSOnlineTechTalks?sub_confirmation=1
Follow Amazon Web Services:
Official Website: https://aws.amazon.com/what-is-aws
Twitch: https://twitch.tv/aws
Twitter: https://twitter.com/awsdevelopers
Facebook: https://facebook.com/amazonwebservices
Instagram: https://instagram.com/am
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Uploads from AWS Developers · AWS Developers · 0 of 60
← Previous
Next →
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
Using Microsoft Active Directory across On-premises and Cloud Workloads
AWS Developers
What is Cloud Computing with AWS? | Hebrew Webinar
AWS Developers
Best Practices for Getting Started with AWS | Hebrew Webinar
AWS Developers
Best Practices for Using AWS Identity and Access Management (IAM) Roles
AWS Developers
Building Scalable Web Apps | Hebrew Webinar
AWS Developers
Dev & Test on the AWS Cloud | Hebrew Webinar
AWS Developers
Storage & Backup on AWS | Hebrew webinar
AWS Developers
Disaster Recovery on AWS | Hebrew Webinar
AWS Developers
AWS Israel News | Episode 1
AWS Developers
Security Best Practices on AWS | Hebrew Webinar
AWS Developers
Ready: Introduction to AI on AWS | Hebrew Webinar
AWS Developers
Set: What is ML for developers? | Hebrew Webinar
AWS Developers
Go!: Building your own ChatBot with Amazon Lex | Hebrew Webinar
AWS Developers
And Beyond: Amazon Sagemaker | Hebrew Webinar
AWS Developers
Building API-Driven Microservices with Amazon API Gateway - AWS Online Tech Talks
AWS Developers
Understanding AWS Secrets Manager - AWS Online Tech Talks
AWS Developers
Best Practices for Building Enterprise Grade APIs with Amazon API Gateway - AWS Online Tech Talks
AWS Developers
Build, Train and Deploy Machine Learning Models on AWS with Amazon SageMaker - AWS Online Tech Talks
AWS Developers
AWS Israel News | Episode 2 | re:Invent
AWS Developers
AWS Floor28 News - January
AWS Developers
AWS Floor28 News - February - Hebrew
AWS Developers
AWS Floor28 News - March - Hebrew
AWS Developers
AWS Floor28 News - April - Hebrew
AWS Developers
AWS Floor28 News - May - Hebrew
AWS Developers
Authentication for Your Applications: Getting Started with Amazon Cognito - AWS Online Tech Talks
AWS Developers
AWS Floor28 News - June - Hebrew
AWS Developers
AWS Floor28 News - July - Hebrew
AWS Developers
Enriching your app with Image Recognition and AWS AI Services - AWS Webinar - Hebrew
AWS Developers
Personalize, Forcast, and Textract - AWS Webinar - Hebrew
AWS Developers
Managing Your ML Development Lifecycle with Amazon SageMaker - AWS Webinar - Hebrew
AWS Developers
Running your ML code in Amazon Sagemaker - AWS Webinar - Hebrew
AWS Developers
Get Started in Minutes with Amazon Connect in Your Contact Center - AWS Online Tech Talks
AWS Developers
AWS Floor28 News - August - Hebrew
AWS Developers
AWS Floor28 News - September - Hebrew
AWS Developers
Deep Dive on Amazon EventBridge - AWS Online Tech Talks
AWS Developers
Advanced Serverless Orchestration with AWS Step Functions - AWS Online Tech Talks
AWS Developers
Living on the Edge - an Introduction to Amazon CloudFront and Lambda@Edge - Hebrew Webinar
AWS Developers
AWS Floor28 News - October - Hebrew - YouTube
AWS Developers
What's New with AWS Storage - AWS Online Tech Talks
AWS Developers
How to Build a Compelling Migration Business Case Using TSO Logic - AWS Online Tech Talks
AWS Developers
Configuring and Managing Amazon S3 Replication - AWS Online Tech Talks
AWS Developers
AWS Floor28 News - November - Hebrew
AWS Developers
Using Relational Databases with AWS Lambda - Easy Connection Pooling - AWS Online Tech Talks
AWS Developers
AWS Floor28 News - December 2019 - Hebrew
AWS Developers
AWS Floor28 News - January 2020 - Hebrew
AWS Developers
Top 10 Data Migration Best Practices - AWS Online Tech Talks
AWS Developers
How to Use Azure Active Directory with AWS SSO - AWS Online Tech Talks
AWS Developers
AWS Tips & Tricks - Amazon Redshift Advisor - Hebrew
AWS Developers
AWS Tips & Tricks - Amazon Redshift Elastic Resize - Hebrew
AWS Developers
AWS Tips & Tricks - Amazon Redshift Spectrum - Hebrew
AWS Developers
AWS Tips & Tricks - Savings Plans & Cost Explorer - Hebrew
AWS Developers
AWS Tips & Tricks - Amazon Redshift Concurrency Scaling - Hebrew
AWS Developers
AWS Tips & Tricks - Training Models with Amazon SageMaker - Hebrew
AWS Developers
AWS Tips & Tricks - Auto Model Tuning with Amazon SageMaker - Hebrew
AWS Developers
AWS Tips & Tricks - Amazon Comprehend - Hebrew
AWS Developers
Understanding High Availability and Disaster Recovery Features for Amazon RDS for Oracle
AWS Developers
Amazon Forecast – Forecasting - From Months to Days (Hebrew)
AWS Developers
Visualize your data with Amazon QuickSight (Hebrew)
AWS Developers
Amazon Kendra (Hebrew)
AWS Developers
AWS Floor28 News - AI/ML Special Edition
AWS Developers
More on: Tool Use & Function Calling
View skill →Related AI Lessons
⚡
⚡
⚡
⚡
"The Bug That Forced Us to Add Agent Memory"
Dev.to AI
35 ChatGPT Prompts for Talent Acquisition Specialists: Source Smarter, Screen Faster, and Hire Better
Dev.to AI
Armorer v0.1.19: building the local ops layer for AI agents
Dev.to AI
Meta Crashed My Server to Train Their Ai. 110 People Said It Happened to Them Too.
Medium · Startup
🎓
Tutor Explanation
DeepCamp AI