Stay ConnectedWelcome to the AWS re:Think Podcast! Here to help you rethink your strategy in the cloud. In this series we explore how different cloud computing services can support your company’s business strategy and goals. We cover topics such as Artificial Intelligence, Cost Optimization, Modernization, Security and more.
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Copyright: © 2023
In this podcast episode, we delve into the crucial topic of security related to AI and Machine Learning, with a particular focus on Generative AI. As AI and ML technologies rapidly advance, it is imperative to implement a robust security strategy based on the principle of Defense in Depth. We'll explore the potential security and privacy risks associated with AI/ML systems, highlighting the importance of Responsible AI practices. Additionally, we'll discuss practical approaches to implementing security measures within specific AI/ML services, such as Amazon Bedrock, a secure and compliant foundation for building and deploying AI/ML applications on AWS. Join us as we navigate the intricate landscape of AI/ML security, equipping you with the knowledge and best practices to safeguard your AI/ML deployments and mitigate potential risks.
AWS re:Inforce 2024:
AWS Hosts: Nolan Chen & Malini Chatterjee
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The amount of streaming data for Observability continues to grow exponentially from GBs to TBs daily. Join Edge Delta’s CEO Ozan Unlu as we discuss how their AI Observability Platform can deliver more Sustainable Observability, and why the needs of different size data volumes from different industries requires us to rethink Observability architecture in the Cloud. Ozan also offers valuable career advice for fast changing times.
AWS Hosts: Nolan Chen & Malini Chatterjee
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Many companies are sampling away data and collecting only trends. Join Axiom’s Chief Extrovert Kendall Miller as he explains why sampling your data can disrespect your individual users.
AWS Hosts: Nolan Chen & Malini Chatterjee
Kendall Miller: https://www.linkedin.com/in/kendallamiller/
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In this episode we are joined by one of our AWS customers, Mixbook with DJ Charles, CTO and David Newhoff, CPO to share how they are leveraging generative AI to empower creativity and deepen human connection by unlocking the future of storytelling. Join us to hear how Mixbook took an idea from concept to production to empower their end-user’s creativity with AI-driven recommendations for images, backgrounds, stickers, captions, and more.
Try out the app: https://www.mixbook.com/
AWS Hosts: Nolan Chen & Malini Chatterjee
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In this episode, we join AWS Solutions Architects, Krishna Adettiwar and Eric Kiesow, to discuss how leveraging a multi-account strategy can help you protect your workloads, increase pace of innovation, and give you more cost visibility.
AWS Hosts: Nolan Chen & Malini Chatterjee
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Visit these resources to get started with the multi-account strategy:
In this episode we meet with Matthew McClean, a Sr Manager from AWS's Annapurna Team to talk about Accelerators - the chips that make AI possible. We cover different Accelerators - GPUs, Trainium, Inferentia, Graviton and more.
AWS Hosts: Nolan Chen & Malini Chatterjee
Email Your Feedback: rethinkpodcast@amazon.com
Links for the Show:
AWS re:Invent 2023 - Behind-the-scenes look at generative AI infrastructure at Amazon (CMP206)
https://www.youtube.com/watch?v=fDk09hms8s8
AWS re:Invent 2023 - Behind-the-scenes look at generative AI infrastructure at Amazon (CMP206)
https://www.youtube.com/watch?v=VPvguzeWlbU
Welcome to AWS Neuron
https://awsdocs-neuron.readthedocs-hosted.com/en/latest/index.html
Optimum Neuron
https://huggingface.co/docs/optimum-neuron/index
Many of the challenges we see that customers experience on their cloud journey are non-technical. Leveraging your AWS Account team and our vast AWS Partner Ecosystem can help, but AWS also offers programs like Experience-Based Acceleration (EBA). EBA is a transformation methodology using hands-on agile, immersive interactions that build cloud capability and accelerate business value from cloud adoption.
AWS Hosts: Nolan Chen & Malini Chatterjee
Email Your Feedback: rethinkpodcast@amazon.com
Learn more about EBA:
https://aws.amazon.com/blogs/mt/level-up-your-cloud-transformation-with-experience-based-acceleration-eba/
HPC is more than just high performance computing. It’s also high performance storage and networking. In this episode we discuss how HPC is used to solve important problems in Computational Fluid Dynamics, Genomics, Medicine, AI and more. We also talk about how AWS services such as ParallelCluster, EFA and FSx for Lustre make it easier to deploy high performance workloads in the cloud.
AWS Hosts: Nolan Chen & Malini Chatterjee
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HPC on AWS Links:
#awsrethink
Join AWS Business Innovation leader Ben Schreiner for a recap of re:Invent 2023. We cover major announcements and innovations in infrastructure, data analytics and generative AI. AWS services discussed include S3 Express One Zone, Graviton 4, Bedrock, Amazon Q, Zero ETL and more!
AWS Hosts: Nolan Chen & Malini Chatterjee
Further reference - https://www.aboutamazon.com/news/aws/aws-reinvent-2023-announcements
Top announcements - https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2023/
Email Your Feedback: rethinkpodcast@amazon.com
#awsrethink
In this episode we join AWS Solutions Architect Vihang Shah to talk about strategies to optimize costs and performance with AWS Lambda. We will share insights into real world scenarios and provide actionable tips to strike a balance between performance efficiency and cost savings in the realm of Serverless computing. Its time to optimize your Serverless journey with AWS Lambda!
AWS Hosts: Nolan Chen & Malini Chatterjee
Email Your Feedback: rethinkpodcast@amazon.com
Links for the show:
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