AWS re:Invent 2024- Introducing automated reasoning checks in Amazon Bedrock Guardrails (AIM393-NEW)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Byron Cook (Amazon Web Services) , Stefano Buliani (Amazon Web Services)

Agile/Scrum AI/ML Cloud Computing GenAI LLM

AWS has launched automated reasoning (AR) checks in Amazon Bedrock Guardrails. In this session, learn how AR helps build transparent, responsible generative AI applications with AR Check—a new Amazon Bedrock Guardrails policy that uses sound mathematical techniques to reduce hallucinations, validate generative AI responses, and explain them in an auditable way. See how the Amazon Bedrock Guardrails policy can help users generate more accurate LLM responses on highly regulated topics, such as operational workflows, HR policies, and more. Learn about the different use cases for AR Checks and how to get started today.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Scaling generative AI workloads with efficient model choice (AIM397-NEW)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Richard Robinson (Robin AI) , John Liu (Amazon Bedrock, AWS) , Shipra Kanoria (Amazon Bedrock, AWS) , Masahiro Oba (Sony Group Corporation)

Agile/Scrum AI/ML Cloud Computing GenAI

As you build, deploy, and scale generative AI applications, using and managing the right set of models for the outcomes you desire becomes key. Amazon Bedrock is introducing several features designed to help you find the right models and help you enhance cost-efficiency while maintaining world-class performance and accuracy. Attend this session to learn about Amazon Bedrock Marketplace, Intelligent Prompt Routing, and Model Distillation.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024-Amazon SageMaker HyperPod: Reduce costs with new governance capability-AIM388-NEW

2024-12-08 · AWS re:Invent 2024 Watch

video

by Arun Subramaniyan (Articul8 AI) , Kareem Syed-Mohammed (Amazon Web Services) , Joy Fan (Amazon)

Agile/Scrum AI/ML Cloud Computing GenAI Amazon SageMaker

Teams across organizations are training new models, fine-tuning them with their data, and running inference at scale—all of which requires timely access to accelerated compute resources. Given the overwhelming demand and a finite budget, organizations are unable to allocate accelerated compute resources to each project, team, and task when needed. In this session, learn how the new governance capability in Amazon SageMaker HyperPod radically simplifies the prioritization and allocation of compute resources to teams and projects across the organization, which helps teams complete the most important generative AI development projects on time while avoiding cost overruns due to underutilized compute resources.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Simplify business scenario analysis with Amazon Q in QuickSight (BSI104-NEW)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Nick Koenig (GoDaddy) , Zac Woodall (AWS) , Rob Martin (Rehrig Pacific)

Agile/Scrum AI/ML Cloud Computing QuickSight

Amazon Q in QuickSight now includes an AI-assisted data analysis experience (in preview) that helps users find answers to complex problems quickly. Amazon Q simplifies in-depth analysis with step-by-step guidance, saving hours of manual data manipulation and unlocking data-driven decision-making across your organization. Hear how customers like GoDaddy and Rehrig Pacific Company are using Amazon Q to model solutions to complex problems without specialized skills or spreadsheets, all within the QuickSight environment. Discover how you can make better decisions, faster, with AI-assisted data analysis.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Deep dive into Amazon DynamoDB zero-ETL integrations (DAT348)

2024-12-08 · AWS re:Invent 2024 Watch

video

Agile/Scrum Cloud Computing Data Lakehouse DynamoDB ETL/ELT NoSQL Redshift Amazon SageMaker

Amazon DynamoDB is a serverless, NoSQL, fully managed database with single-digit millisecond performance at any scale. DynamoDB lends itself to easy integration with several other AWS services. In this session, dive deep into zero-ETL integrations between Amazon DynamoDB and Amazon SageMaker Lakehouse, Amazon OpenSearch Service, and Amazon Redshift. Learn from AWS experts about how these integrations can reduce operational burden and cost, allowing you to focus on creating value from data instead of preparing data for analysis.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024-Accelerate gen AI: Amazon SageMaker HyperPod training plans & recipes(AIM301-NEW)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Babak Pahlavan (NinjaTech AI) , Gal Oshri (Amazon SageMaker AWS) , Giuseppe A. Porcelli (Amazon SageMaker AWS)

Agile/Scrum AI/ML Cloud Computing GenAI Amazon SageMaker

Amazon SageMaker HyperPod is purpose built for developing foundation models (FM), reducing time to train by up to 40%. To accelerate generative AI innovation even more, SageMaker HyperPod now empowers users to create flexible training plans with multiple blocks of accelerated compute resources, allowing them to train FMs within their budgets and timelines. In addition, users can get started quickly with the ready-to-use SageMaker HyperPod recipes to train and fine-tune popular publicly available FMs in hours instead of weeks with state-of-the-art cost performance.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Unify insights from structured and unstructured data with Amazon Q (BSI103-NEW)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Rahul Easwar (AWS) , Jean-Pierre Dodel (AWS)

Agile/Scrum AI/ML Cloud Computing QuickSight

Amazon Q, your enterprise AI assistant, now provides users with unified insights across structured and unstructured data by bringing together document repositories, data lakes, databases, and data warehouses. Users get more complete answers to inform decisions by leveraging all their knowledge sources from either application. With Amazon Q in QuickSight, users get multi-visual Q&A to ask questions of data and data stories to build narratives or presentations, now augmented with context from enterprise repositories like documents, websites, and more. In Amazon Q Business, users can now get enhanced answers with insights from structured data from the same user interface.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Deep dive into Amazon Neptune and its innovations (DAT317)

2024-12-08 · AWS re:Invent 2024 Watch

video

Agile/Scrum Cloud Computing Cyber Security

With an innovative architecture, a broad choice of graph data models and query languages, and advanced features like Amazon Neptune Serverless, global databases, low-latency read replicas, and in-memory graph computing, Amazon Neptune makes it easier to obtain connected data insights for use cases like knowledge graphs, customer 360, fraud, and security. In this session, dive deep on exciting features in Neptune, including serverless and in-memory processing, multi-Region availability, and I/O-optimized storage. Also learn about the latest innovations, including Amazon Bedrock Knowledge Bases support for GraphRAG with Amazon Neptune as well as advanced techniques for query optimization and rewriting to enhance performance and address technical and operational challenges.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Responsible generative AI: Evaluation best practices and tools (AIM342)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Alessandro Cerè (Amazon Web Services) , Mathew Monfort (Amazon Web Services)

Agile/Scrum AI/ML Cloud Computing GenAI LLM RAG

With the newfound prevalence of applications built with large language models (LLMs) including features such as Retrieval Augmented Generation (RAG), agents, and guardrails, a responsibly-driven evaluation process is necessary to measure performance and mitigate risks. This session covers best practices for a responsible evaluation. Learn about open access libraries and AWS services that can be used in the evaluation process, and dive deep on the key steps of designing an evaluation plan including defining a use case, assessing potential risks, choosing metrics and release criteria, designing an evaluation dataset, and interpreting results for actionable risk mitigation.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Streamline RAG and model evaluation with Amazon Bedrock (AIM359)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Hardik Vasa (Amazon Web Services) , Shalendra Chhabra (Amazon Web Services) , Dr. Jesse Manders (Amazon Web Services)

Agile/Scrum AI/ML Cloud Computing GenAI RAG

Explore Amazon Bedrock's robust model evaluation capabilities, designed to select the optimal foundation models for your applications. Discover how to create and manage evaluation jobs, leverage automatic and human reviews, and analyze critical metrics like accuracy, robustness, and toxicity. This session provides practical steps to streamline your model selection process, ensuring high-quality, reliable AI deployments. Gain essential insights to enhance your generative AI applications through effective model evaluation techniques.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - High performance distributed model training with Amazon SageMaker (AIM380)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Sanjay Dorairaj (AWS) , Antonio Ginart, Ph. D. (Salesforce) , Anirudh Viswanathan (AWS)

Agile/Scrum Cloud Computing Amazon SageMaker

Foundation models continue to grow in size with billions or even trillions of parameters, and they often won’t fit into a single accelerator device such as a GPU. Amazon SageMaker distributed training capabilities help you apply advanced parallelization techniques, communication optimizations, and efficient checkpointing strategies to distribute your training workload across hundreds or thousands of GPUs, reducing model training time and cost by up to 20%. Join this session for a deep dive into the infrastructure used to run distributed training at scale. Learn how to integrate Amazon SageMaker training capabilities to reduce the total cost of foundation model development.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Powering the grid: GE’s 600 TB migration to Amazon Keyspaces (DAT318)

2024-12-08 · AWS re:Invent 2024 Watch

video

Agile/Scrum Cassandra Cloud Computing

Amazon Keyspaces (for Apache Cassandra) is a globally scalable, serverless, fully managed database service with up to 99.999% availability. In this session, learn how GE Vernova, a leader in electrifying and decarbonizing the world, uses Amazon Keyspaces to store and query a massive 600 TB of industrial time-series data for its Asset Performance Management (APM) software. Dive deep into GE’s 600 TB migration from ScyllaDB to Amazon Keyspaces, and explore the benefits it observed, including improved availability and scalability. Gain insights into the AWS services it utilized and the challenges it overcame during this large-scale migration.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Achieve seamless and secure data sharing (ANT325)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Jamey Johnston (Occidental) , Saurabh Bhutiyani (Amazon Web Services) , Yanzhu Ji (Amazon Web Services)

Agile/Scrum Analytics Cloud Computing Data Governance Cyber Security

Data-driven organizations need to ensure that the right data is accessed by the right user for the right purpose—in accordance with the organization’s security regulations—without relying on individual credentials. Join this session to explore strategies for efficiently sharing data across teams and platforms while maintaining security and compliance with AWS analytics services. Learn best practices for managing permissions, encryption, and data governance to ensure secure and efficient data sharing across your organization.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Serverless scaling with Amazon Aurora PostgreSQL Limitless Database (DAT338)

2024-12-08 · AWS re:Invent 2024 Watch

video

Agile/Scrum Aurora Cloud Computing postgresql

Are you struggling to scale your database to accommodate your application’s growth? Learn how Amazon Aurora PostgreSQL Limitless Database scales to support millions of write transactions per second so you can manage petabytes of data while maintaining the simplicity of operating a single database. Explore the architecture, distributed transaction management, and serverless scaling capabilities of Aurora PostgreSQL Limitless Database. Gain insights into application patterns that excel with Aurora PostgreSQL Limitless Database and learn about patterns to avoid for optimal performance. Discover how to unlock the full potential of your database infrastructure and experience true scalability.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Optimize gen AI apps with durable semantic caching in Amazon MemoryDB (DAT329)

2024-12-08 · AWS re:Invent 2024 Watch

video

Agile/Scrum AI/ML Cloud Computing GenAI

Generative AI has introduced new query patterns as customers seek to leverage their data to customize customer experiences. With new vector search query patterns, vector data types and indexing, there's now a new frontier to consider for performance and cost optimization. In this session, learn how you can use Amazon MemoryDB to reduce latencies to single-digit milliseconds from single-digit seconds in generative AI workloads using durable semantic caching, while also reducing the cost incurred from your foundation models.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Scaling from monoliths to microservices with Amazon Aurora (DAT325)

2024-12-08 · AWS re:Invent 2024 Watch

video

Agile/Scrum Aurora Cloud Computing postgresql

In this session, learn to modernize legacy monolithic applications to microservices architectures and migrate large volumes of data using Amazon Aurora PostgreSQL. Features like Aurora Global Database, Optimized Reads, and Query Plan Management are integral to achieving high resilience and scalability. Discover how Intuit uses these capabilities to modernize workloads with hundreds of terabytes of data and tens of millions of tenants.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - How Principal Financial improved productivity with Amazon Q Business (AIM228)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Alicia Trent (Amazon Web Services) , Nicki Susman, Ph.D. (Principal Financial Group)

Agile/Scrum AI/ML Cloud Computing

Delivering an exceptional customer experience is crucial for businesses to succeed in today’s competitive landscape. In this session, Principal Financial shares its transformative journey leveraging the powerful capabilities of Amazon Q Business. Learn how Amazon Q Business was implemented across the Principal Financial organization and dive into the key challenges faced, such as legacy system integrations and training. This session also highlights best practices for seamlessly blending human and AI interactions to provide personalized, efficient customer service at scale.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Accelerate ML workflows with Amazon SageMaker Studio (AIM355)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Ankush H Prasad (GoDaddy) , Piyush Kadam (AWS) , Sumit Thakur (AWS)

Agile/Scrum AI/ML Cloud Computing MLOps Amazon SageMaker Cyber Security

Unlock the power of Amazon SageMaker Studio, a comprehensive IDE for streamlining the machine learning (ML) lifecycle. Explore data exploration, transformation, automated feature engineering with AutoML, and collaborative coding using integrated Jupyter Notebooks. Discover how SageMaker Studio MLOps integration simplifies model deployment, monitoring, and governance. Through live demos and best practices, learn to leverage SageMaker Studio tools for efficient feature engineering, model development, collaboration, and data security.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Responsible AI: From theory to practice with AWS (AIM210)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Matt Frey (Cisco Systems, Inc.) , Denis V. Batalov (Amazon Web Services)

Agile/Scrum AI/ML Cloud Computing GenAI

The rapid growth of generative AI brings promising innovation but raises new challenges around its safe and responsible development and use. While challenges like bias and explainability were common before generative AI, large language models bring new challenges like hallucination and toxicity. Join this session to understand how your organization can begin its responsible AI journey. Get an overview of the challenges related to generative AI, and learn about the responsible AI in action at AWS, including the tools AWS offers. Also hear Cisco share its approach to responsible innovation with generative AI.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024

AWS re:Invent 2024 - Revolutionize your search applications for generative AI (ANT340)

2024-12-08 · AWS re:Invent 2024 Watch

video

by Jon Handler (AWS) , Abhijeet Singh (Adobe) , Sreedhar Gade (Freshworks)

Agile/Scrum AI/ML Cloud Computing GenAI

Join this session to discover how vector search can revolutionize your business's search capabilities compared to traditional keyword search. Vector search plays a critical role in enhancing generative AI applications and solutions by enabling more accurate and context-aware search results. During this session, explore the implementation of vector search using Amazon OpenSearch Service, understanding its advantages in improving search relevance, handling unstructured data, and delivering personalized user experiences. Gain critical insights into practical applications, including enhanced recommendation systems and semantic search, and learn how to address common business challenges more effectively.

Learn more: AWS re:Invent: https://go.aws/reinvent. More AWS events: https://go.aws/3kss9CP

Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4

About AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster.

AWSreInvent #AWSreInvent2024