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Udacity Generative AI Nanodegree Program Projects

Projects

01. Applied Lightweight Fine-Tuning to a Foundation Model

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Description Implemented advanced techniques to fine-tune a foundation model using Hugging Face and PyTorch.

02. Built a Custom Chatbot

Custom Chat Bot

Description Created a custom chatbot using retrieval-augmented generation without fine-tuning by preparing datasets, implementing semantic search, and composing queries.

03. AI Photo Editing with Inpainting

AI Photo Editing

Description Used the Segment Anything Model (SAM) and Stable Diffusion to replace parts of images with AI-generated content based on user input.

04. Personalized Real Estate Agent

Real Estate Agent

Description Developed an application that used LLMs, vector databases, semantic search, and RAG techniques to transform real estate listings into personalized narratives.

Udacity - Graduation Certificate

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Generative AI Nanodegree

Check out the Syllabus here

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