What is the difference between AI and machine learning?

Artificial intelligence is the umbrella term for intelligent system behaviour. Machine learning is the currently dominant part of it, in which systems learn from data on their own instead of being programmed fixedly.

How much data do you need for machine learning?

That depends on the problem. Some tasks work with a few hundred examples; complex models need very many. More important than sheer quantity is the quality and relevance of the data.

Can my company use ML without a data science team?

Yes. Pre-trained models and cloud ML services make many use cases accessible without a research team of your own. For bespoke solutions, working with specialised providers is worthwhile.

Machine learning: fundamentals & use in business

Machine learning: fundamentals & use in business | SW Business Solutions