Encyclopedia · 176 concepts

Core ML Concepts · beginner · concept 20 of 176

Data Science vs ML vs AI

The disambiguation everyone needs once: AI is the goal (machines doing intelligent things), ML is the dominant method (learning from data), deep learning is ML with neural networks, and data science is the wider craft of extracting insight from data, modeling included but also analysis, experimentation, and communication. Data engineering builds the pipelines all of them stand on.

Key terms

AI vs ML vs DLAnalyticsData engineeringStatisticsDecision science

Where you meet it in the real world

Reading job postings correctly, scoping projects, knowing which specialist a problem needs

Videos

What is Data Science?

IBM Technology · YouTube