Generative and Large Language Models for Dummies 

Generative AI for Dummies

Comprehensive resource for understanding generative AI and LLMs
Generative AI for Dummies Book Cover
Generative AI and LLMs for Dummies

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The Role of Data in AI Projects

  1. As impressive as they are at language generation, reasoning, and translation [read People also ask], gen AI applications that have been built on public data can't realize their full potential in the enterprise until they're coupled with enterprise data stores.
  2. Most organizations store massive amounts of data, both on-premises and in the cloud.
  3. Many of these businesses have data science practices that leverage structured data for traditional analytics, such as forecasting.
  4. To maximize the value of gen AI, these companies need to open up to the vast world of unstructured and semistructured data as well.
MIT Research Findings
According to a February 2021 report from MIT titled "Tapping the Power of Unstructured Data", 80 to 90 percent of data is unstructured — locked away in text, audio, social media, and other sources.

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