From the course: Secure Generative AI with Amazon Bedrock
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Introduction to generative AI models and techniques
From the course: Secure Generative AI with Amazon Bedrock
Introduction to generative AI models and techniques
- [Instructor] Now let's dive into the fascinating realm of generative AI, the powerhouse that enables computers to autonomously create content that's almost indistinguishable from human creation. And we will also see how this all relates to Amazon Bedrock. Generative AI is the wizardry behind the scenes, using deep learning, neural network, and machine learning to create content that looks like it was created by humans. These algorithms can learn from patterns and relationships in the data, giving birth to coherent and meaningful content. But hold on, gen AI is not just about content. It's a creative genius across various domains. It's the force behind image generation, text generation, music synthesis, and even video synthesis. Think of it as the artist's toolkit, empowering creators to push the boundaries of imagination. Now let's break down the building blocks. Variational encoders, that is VAEs. Generative adversarial networks, that is GANs. Auto-regressive models and flow-based…
Contents
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Importance of security in generative AI development4m 53s
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Addressing ethical challenges in generative AI development5m 7s
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Ethical best practices for generative AI2m 59s
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Introduction to generative AI models and techniques4m 33s
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Overview of AWS services used in generative AI development2m 48s
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