PinnedDaniel WarfieldinTowards Data ScienceGPU Accelerated Polars — Intuitively and Exhaustively ExplainedFast Dataframes for Big ProblemsSep 17Sep 17
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PinnedDaniel WarfieldinTowards Data ScienceLLM Agents — Intuitively and Exhaustively ExplainedEmpowering Language Models to Reason and ActJan 57Jan 57
PinnedDaniel WarfieldinTowards Data ScienceGPT — Intuitively and Exhaustively ExplainedExploring the architecture of OpenAI’s Generative Pre-trained Transformers.Dec 1, 202321Dec 1, 202321
PinnedDaniel WarfieldinTowards Data ScienceTransformers — Intuitively and Exhaustively ExplainedExploring the modern wave of machine learning: taking apart the transformer step by stepSep 20, 202320Sep 20, 202320
Daniel WarfieldinTowards Data ScienceLangGraph — Intuitively and Exhaustively ExplainedBuilding powerful LLM agents within constraintsSep 61Sep 61
Daniel WarfieldinTowards Data ScienceBERT — Intuitively and Exhaustively ExplainedBaking General Understanding into Language ModelsAug 233Aug 233
Daniel WarfieldinTowards Data ScienceAI for the Absolute Novice — Intuitively and Exhaustively ExplainedFrom “I’ve never coded” to making an AI model from scratch.Aug 94Aug 94
Daniel WarfieldinLevel Up CodingYou Should Share Your Health Data With AI ResearchersWe’re feeding the dragon and starving the livestock.Aug 9Aug 9
Daniel WarfieldinTowards Data ScienceMultimodal RAG — Intuitively and Exhaustively ExplainedModern RAG for modern models.Jul 254Jul 254