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GenAI Essentials Roadmap

• Understanding anomaly in prompts is very important, as it affects model behavior
• Before using AI, it’s important to know its intended purpose and available modules
• HuggingFace is like GitHub for AI tools
• Having general knowledge about the tools rather than focusing solely on understanding concepts is best, due to frequent changes
• There are many free resources to learn GenAI
• There is no need to know how to fine-tune GenAI models if only using them for general purposes. Not everyone can do it
• Data should be consistent and of good quality
• Sometimes open source LLM data quality can be poor. For example, when 40% of data is scraped from social media - this is not good due to biases and other issues

Sources: https://app.exampro.co/student/material/exp-genai-001/7961 https://lucid.app/lucidchart/956919b6-2736-4b0a-897b-fe80884b4698/edit?invitationId=inv_ba782543-2a39-427a-bb5f-bbd579da59bf&page=0_0#