PDF Assets: AIML

This Stream includes all of our AI ML Flipbooks

  • TCS generative AI solutions

    TCS generative AI solutions

    This session will cover a few of the key generative AI solutions like Contact Center Transformation, Contract Management, and how TCS helps enterprises accelerate the generative AI adoption.

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  • Deploying large generative AI models on SageMaker

    Deploying large generative AI models on SageMaker

    Discover the latest frameworks, sharding techniques, and deployment patterns that can help you scale your generative AI models efficiently.

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  • How to accelerate AI and ML innovation with security and privacy

    How to accelerate AI and ML innovation with security and privacy

    Learn how to use security and privacy to accelerate going to market with emerging AI/ML technologies such as generative AI.

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  • Securely build generative AI applications and control data with Amazon Bedrock

    Securely build generative AI applications and control data with Amazon Bedrock

    This presentation discusses the architectures, data flows, and security-related aspects of model fine-tuning, as well as the prompting and inference phases.

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  • Keynote: Innovate with generative AI

    Keynote: Innovate with generative AI

    Review AWS' strategy and position on generative AI, market opportunity and potential, and AWS' approach on working backwards to develop products and services.

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  • Taming wild diffusion models

    Taming wild diffusion models

    In this presentation, we will discuss the following: a brief overview of stable diffusion models, advanced techniques, a walk through of code examples.

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  • Play charades with stable diffusion on Amazon SageMaker

    Play charades with stable diffusion on Amazon SageMaker

    This workshop will cover how to quickly add jumpstart pre-trained models to an application as is or finetune them for a customized experience.

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  • Dialogue guided intelligent document procession with Amazon foundation models

    Dialogue guided intelligent document procession with Amazon foundation models

    Explore an innovative approach to Intelligent Document Processing (IDP) that utilizes a dialogue-guided query solution.

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  • How generative AI is transforming Media, Entertainment, and Gaming featuring Krikey.AI

    How generative AI is transforming Media, Entertainment, and Gaming featuring Krikey.AI

    Learn how you can leverage generative AI products, such as Krikey.AI, in combination with SageMaker Ground Truth Plus to create custom AI Animation models.

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  • Enhancing Intelligent Document Processing (IDP) workloads with generative AI

    Enhancing Intelligent Document Processing (IDP) workloads with generative AI

    In this presentation, we provide an overview of the AI services for IDP, how they can be leveraged with Amazon Bedrock, and show demos of this combination.

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  • Putting generative AI into action with Amazon generative AI Innovation Center

    Putting generative AI into action with Amazon generative AI Innovation Center

    This presentation is designed for business and technical decision makers to jumpstart their adoption of Generative AI and quickly demonstrate early and tangible wins.

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  • Enhancing organization search capabilities with generative AI

    Enhancing organization search capabilities with generative AI

    Learn how you can leverage generative AI with RAG knowledge retrieval to seamlessly connect predictive maintenance solutions on machine data with OT team’s maintenance workflow.

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  • Fine-tuning generative large language models

    Fine-tuning generative large language models

    In this presentation, we go over three fine-tuning techniques, namely Instruction fine-tuning, Domain adaptation fine-tuning, and Reinforcement Learning with Human Feedback (RLHF).

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  • Harnessing large language models (LLMs) for next-generation enterprise applications

    Harnessing large language models (LLMs) for next-generation enterprise applications

    This presentation will explore the role of large language model (LLMs) frameworks in bridging the gap between LLMs and enterprise solutions.

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  • Accelerate ML innovation with Amazon SageMaker JumpStart

    Accelerate ML innovation with Amazon SageMaker JumpStart

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  • Pre-training generative AI models at scale - Advanced optimization techniques

    Pre-training generative AI models at scale - Advanced optimization techniques

    This presentation covers large-scale model training using Amazon SageMaker on AWS, focusing on core concepts, data preparation, methodology, and optimization techniques.

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  • Accelerate ML innovation with Amazon SageMaker JumpStart

    Accelerate ML innovation with Amazon SageMaker JumpStart

    Learn how to use foundation models and built-in algorithms to accelerate ML innovation in your business.

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  • AWS Contact Center Intelligence powered by generative AI

    AWS Contact Center Intelligence powered by generative AI

    Dive into how AWS contact center Intelligence with large language models can revolutionize the customer support experience and explore the benefits of using large language models on AWS.

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  • Fine-tuning of LLMs in Amazon SageMaker JumpStart

    Fine-tuning of LLMs in Amazon SageMaker JumpStart

    In this code walk-through, we will discuss mechanisms to build a human-feedback workflow to further fine-tune and improve our model.

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  • AWS Contact Center Intelligence powered by Generative AI

    AWS Contact Center Intelligence powered by Generative AI

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