AI vs Machine Learning vs Deep Learning vs Generative AI — What's Actually Different?

1. 1Define AI as a broad field of research focused on creating intelligent machines
2. 2Distinguish Machine Learning as a subset of AI that involves training models on data
3. 3Identify Deep Learning as a subset of Machine Learning that uses neural networks
4. 4Explore Generative AI as a type of Deep Learning that generates new data samples

Data scientists, machine learning engineers, and product managers can benefit from understanding the differences between these terms to effectively communicate and design AI-powered products

💡 AI is a broad field, while Machine Learning, Deep Learning, and Generative AI are increasingly specific subsets with distinct applications

🤖 AI, Machine Learning, Deep Learning, and Generative AI: what's the difference? 🤔