This roadmap outlines the essential chapters for understanding and building LLMs, making it a valuable resource for builders looking to enhance their AI skills and capabilities.
Here's the full roadmap:
Ch 1 → Understanding how LLMs actually work
Ch 2 → Working with text data
Ch 3 → Coding attention mechanisms from scratch
Ch 4 → Implementing a full GPT model
Ch 5 → Pretraining on unlabeled data
Ch 6 → Finetuning for text classification
Ch 7 →
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This curated list of AI prompts across various fields provides builders with ready-to-use tools that can enhance productivity and creativity, making it easier to leverage AI in their projects.
i’ve curated a list of high-impact prompts used by professionals across 8 different fields for anyone to copy and use freely.
the prompts include:
coding (5 prompts):
> rug risk analyst (works best with gpt 5+)
> typescript type expert
> repository indexer
> refactoring expert
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