Episode 27: Enhancing RAG based Gen AI Applications with Unstructured Data
AWS re:Think Podcast
by AWS re:Think
2w ago
Today we join Maria Khalusova, Staff Developer Advocate with Unstructured.IO, to discuss how companies can unlock their Unstructured Data to deliver better results from their Large Language Models. We talk about how Unstructured Data can enhance the performance of RAG applications, RAG vs Fine Tuning, data Chunking, Multi-Modal models and more.  AWS Hosts: Nolan Chen & Malini Chatterjee Unstructured Enterprise Platform beta signup:  https://unstructured.io/platform Embedding models MTEB Leaderboard:  https://huggingface.co/spaces/mteb/leaderboard 2019 Deloitte report (sour ..read more
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Episode 26: The Fourth Industrial Revolution & 100 Years of AI
AWS re:Think Podcast
by AWS re:Think
1M ago
In this podcast episode, we explore with Dr. Alok Aggarwal, CEO and Chief Data Scientist at Scry AI. about the past, present, and future of artificial intelligence. He traces the evolution of AI from its early beginnings in the 1950s to its current state, marked by rapid advancements and the emergence of the fourth industrial revolution. We listen to the story behind Scry AI. and how we explore the world of generative AI. If you are interested to learn more about his book "The Fourth Industrial Revolution & 100 Years of AI (1950-2050)”, here is the link to purchase it from Amazon: https ..read more
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Episode 25: AI/ML Security and Responsible AI
AWS re:Think Podcast
by AWS re:Think
1M ago
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 foun ..read more
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Episode 3: Cost Optimization in the Cloud through Right Sizing
AWS re:Think Podcast
by AWS re:Think
1M ago
Cost Optimization is top of mind in uncertain economic times. In this episode we join AWS SAs Krati Singh and Mike Tuszynski to discuss how Right Sizing your cloud resources with the right tools can help you ensure sufficient capacity without overspending. AWS Hosts: Nolan Chen & Malini Chatterjee Email us your feedback! rethinkpodcast@amazon.com ..read more
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Episode 23: Sampling as an Anti-pattern in Logging and Observability with Axiom
AWS re:Think Podcast
by AWS re:Think
1M ago
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/ Email Your Feedback: rethinkpodcast@amazon.com ..read more
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Episode 22: Leveraging Generative AI to Enhance End-User Experiences with Mixbook
AWS re:Think Podcast
by AWS re:Think
1M ago
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 Email Your Feedback: rethinkpodcast@amazon.com ..read more
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Episode 20: AI Accelerators in the Cloud
AWS re:Think Podcast
by AWS re:Think
1M ago
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.co ..read more
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Episode 17: re:Invent 2023 Recap
AWS re:Think Podcast
by AWS re:Think
1M ago
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 ..read more
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Episode 16: Optimizing Serverless Costs and Performance with AWS Lambda
AWS re:Think Podcast
by AWS re:Think
1M ago
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:  Learn about Serverless: https://aws.amazon.com/training/learn-about/serverless/ Fundamentals o ..read more
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Episode 13: Past, Present and Future of Computer Networking
AWS re:Think Podcast
by AWS re:Think
1M ago
In this episode we are joined by AWS Developer Advocate and longtime networking professional Brandon Carroll to discuss how computer networking has evolved over the years, not just for companies but for networking professionals as well. We talk about the challenges of deploying, monitoring and securing networks both on-prem and in the cloud. Brandon also shares thoughts on what it would take for young people to dive into computer networking today and in the future. AWS Hosts: Nolan Chen & Malini Chatterjee Email Your Feedback: rethinkpodcast@amazon.com ..read more
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