Leading change in an AI era

Large Language Models for Business

Iason Prassides

Content Developer, DataCamp

A transformative player

  • LLMs at the forefront of AI technology
  • Spawned an era of innovation and efficiency
  • New ways for businesses to operate

Image of a paper swan turning into a papar airplane

Large Language Models for Business

Understanding human language

  • LLMs understand and generate human language
  • Previous versions didn't understand content or nuance
  • Linguistic prowess of LLMs sets them apart
  • An array of business applications are possible

Hands holding up signs with the word "hello" in many languages

Large Language Models for Business

Changing customer interactions

  • LLMs changing the customer support landscape
  • Powering chatbots and virtual assistants
    • Providing customers 24/7 support
    • Answering customer queries
    • Resolving issues
  • Companies can save time, resources, and money

Image of a person talking into their phone, with a virtual chatbot appearing above asking them how they can assist

Large Language Models for Business

Content is King!

  • Content is King!
  • LLMs a key tool to help by generating:
    • Personalized content
    • Written material for businesses
  • Can create high-quality content quickly for:
    • Websites
    • Blogs
    • Marketing campaigns
  • Relevant, consistent content-driven marketing can make a business stand out

Image showing a laptop with the words "content" and a crown placed on top

Large Language Models for Business

Multimodal capabilities

Image showing people interacting with different data types, like text, video, and images

  • New research, new capabilities
  • Next level for LLMs is multimodal capabilities
    • Handle multiple data types, such as text, images, videos
  • Increase the applicational use of LLMs' in content creation, healthcare, and creative arts
Large Language Models for Business

Improving LLM architecture

  • LLMs future also involves architectural improvements
  • As uses increase, so do computational requirements for training and deployment
  • Research being carried out to reduce computational load required
    • Lead to quicker training and more targeted deployment

Cartoon image show people watching as blocks are placed on top of each other to spell LLM

Large Language Models for Business

Ethics and biases

  • Increased efforts to overcome ethical issues and biases
  • Issue of sensitive data usage in training
    • Increased safeguards
    • How and when can it be used?
  • Increase in transparency regarding LLM output generation

Jenga blocks colored blue, with one block colored red and labelled "ethics"

Large Language Models for Business

The future is bright

Image of hands held up to the sky, with the sun setting in between, and the image of an artificial intelligence brain depicted

  • Start of an exciting phase for LLMs
  • Already unlock unprecedented opportunities and developed significantly
  • OpenAI LLMs have piqued public awareness
  • Multimodal models will ensure LLMs become more efficient and ethical
  • An exhilarating time for AI language models
Large Language Models for Business

The journey starts here

  • Congratulations for completing the course
  • LLMs allow for exciting business opportunities, with thrilling possibilities in the future

 

DataCamp Resources

Image of a card with the words "well done" written on the front

Large Language Models for Business

Congratulations!

Large Language Models for Business

Preparing Video For Download...