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In this lesson we look at today's GPT Image models and build an image generation app.
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21 Lessons, Get Started Building with Generative AI
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21 Lessons, Get Started Building with Generative AI
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This chapter will focus on this area so you hopefully end up designing an app that people can and want to use.
Repository
21 Lessons, Get Started Building with Generative AI
Repository
21 Lessons, Get Started Building with Generative AI
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In this lesson, we will delve further into the concepts of grounding your data in your LLM application, the mechanics of the process and the methods for storing data, including both embeddings and text.
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21 Lessons, Get Started Building with Generative AI
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21 Lessons, Get Started Building with Generative AI
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21 Lessons, Get Started Building with Generative AI
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In this tutorial we fine-tune gpt-4.1-mini with SFT to build a chatbot that answers questions about the periodic table with a limerick.
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Generative AI is a fascinating field of artificial intelligence that focuses on creating systems capable of generating new content. This content can range from text and images to music and even entire virtual environments. One of the most exciting applications of generative AI i…
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21 Lessons, Get Started Building with Generative AI
Repository
21 Lessons, Get Started Building with Generative AI
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21 Lessons, Get Started Building with Generative AI
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21 Lessons, Get Started Building with Generative AI
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In this curriculum, we’ll explore how our startup leverages generative AI to unlock new scenarios in the education world and how we address the inevitable challenges associated with the social implications of its application and the technology limitations.
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In this chapter, we're looking to compare and contrast different types of large language models (LLMs) to understand their pros and cons.
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21 Lessons, Get Started Building with Generative AI
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21 Lessons, Get Started Building with Generative AI
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In this chapter, you'll move from experimenting with different prompts to understanding why one prompt works better than another.
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You've seen so far through this curriculum that there are core concepts like prompts and even a whole discipline called "prompt engineering". Many tools you can interact with like ChatGPT, Office 365, Microsoft Power Platform and more, support you using prompts to accomplish som…
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This lesson will investigate the aspects of architecture that support these intricate systems, delve into the methodologies for fine-tuning them for domain-specific tasks, and evaluate the metrics and considerations pertinent to ensuring responsible AI deployment.
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21 Lessons, Get Started Building with Generative AI
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"Large language models are functions that map text to text. Given an input string of text, a large language model tries to predict the text that will come next"(1). This "quickstart" notebook will introduce users to high-level LLM concepts, core package requirements for getting …
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"Large language models are functions that map text to text. Given an input string of text, a large language model tries to predict the text that will come next"(1). This "quickstart" notebook will introduce users to high-level LLM concepts, core package requirements for getting …
Inferred
In this lesson we look at today's GPT Image models and build an image generation app.
Repository
21 Lessons, Get Started Building with Generative AI
Repository
21 Lessons, Get Started Building with Generative AI
Inferred
This chapter will focus on this area so you hopefully end up designing an app that people can and want to use.