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
▶ Data Scientist vs. AI Engineer ↗
IBM Technology · YouTube
Guides and articles