From the course: Developing Modern Applications with AWS AI and Generative AI Services

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Developing domain-specific generative AI applications

Developing domain-specific generative AI applications - Amazon Web Services (AWS) Tutorial

From the course: Developing Modern Applications with AWS AI and Generative AI Services

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Developing domain-specific generative AI applications

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- [Instructor] Let's learn what it means to develop domain-specific GenAI applications. We learned in the previous chapter that a foundation model is a large-scale AI model that is pre-trained on a massive and diverse dataset, designed to be adaptable across a wide variety of tasks. Essentially, these models serve as a general-purpose baseline that can later be tailored for specific applications through a process known as fine-tuning. Let me draw an analogy and explain it better. Picture a foundation model. As a highly intelligent student who has completed a comprehensive computer science degree, this student has acquired knowledge across a broad spectrum of programming concepts, including Python programming, Java development, database management, algorithm design, and web development. fine-tuning in this context is similar to the student's specializing in a particular field such as data science, cybersecurity, web development, or AI, allowing them to deepen their expertise in that…

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