Innovations that led to Generative AI

Generative AI for Business

Carl Rosseel

Head of Business Intelligence Curriculum at DataCamp

The ChatGPT phenomenon

¹ Yahoo Finance

The ChatGPT phenomenon

Industry use-cases

• Enhanced customer service
• Personalized marketing
• Innovative product development

Duolingo

• Duolingo Max allows learners to converse with a generative AI

A landscape of innovation

• Business and technology
• Built on previous successes

The impact of the cloud

• Store big data in one place
• Immense computing power

GANs - Generative adversarial networks

• Competing models
• Photo-realistic image generation
  • "Face aging" was a popular application

• Revolutionized product design

¹ https://www.boredpanda.com/old-age-filter-photos-faceapp/

Transformers

• Published by researchers at Google
• Understand words and their relationships
• Rise of the chatbots

RLHF: Reinforcement Learning with Human Feedback

• Next level chatbots
• Chatbots learning from a human

The age of creative machines

• ChatGPT-4 knows multiple languages
• Midjourney uses stable diffusion to create images from text
  • Prize-winning art!

¹ https://www.nytimes.com/2022/09/02/technology/ai-artificial-intelligence-artists.html

The journey of generative AI

• Testament to human creativity
• Collaboration
• Business acumen

The stage is set

Let's practice!

Generative AI for Business