Introduction to LLMs

Large Language Models per il business

Iason Prassides

Content Developer, DataCamp

The big AI picture

LLM Google Search Results from the past

LLM Google Search Results from the present

Large Language Models per il business

AI everywhere

  • Integral part of our daily lives

An image showing facial recognition as one of the examples of AI application

  • AI everywhere

An image showing self driving cars as one of the examples of AI application

Large Language Models per il business

Let's talk LLMs

  • LLM = Large Language Models
  • Designed to:
    • Understand and generate human-like text
    • Revolutionize communication
    • Create content
    • Interpret data

Example of an AI chatbot

Large Language Models per il business

Who put the 'Large' in LLMs?

  • Extensive in scale:

    • Volume of training data
    • Computational resources

  • Vast capabilities:

    • Understand human-like text
    • Generate human-like text

Image of a cartoon man letting go of a giant, green balloon

Large Language Models per il business

Revolutionizing language processing

Traditional AI:

+ Content recommendations

− Understanding context

− Answering open-ended questions

GPT Series:

+ Human-like conversations

Example of a chat gpt conversation

Large Language Models per il business

LLMs in Business

Sentiment Analysis

3 people standing with chat bubbles above their head indicating positive, neutral and negative sentiments

Identify key themes

A document with highlights identifying key points

Translate languages

A woman on a laptop with various translation bubbles surrounding her

Create content

A team working on creating content

Large Language Models per il business

Considerations with adopting LLMs

  • Business benefits
  • Ethical considerations
  • Privacy considerations
  • LLM adoption
Large Language Models per il business

Let's practice!

Large Language Models per il business

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