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Understanding ChatGPT : How It Works and Its Relevance for Data Analysts and Scientists

  • ChatGPT is powered by the Transformer architecture, which utilizes the attention mechanism to process and generate text.
  • It learns through pre-training, where it gathers general knowledge from a vast amount of text, and fine-tuning, which focuses on specific tasks.
  • Tokenization breaks text into smaller pieces called tokens, enabling ChatGPT to understand relationships between them.
  • ChatGPT adjusts its responses based on temperature settings to balance accuracy and creativity.

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