seodata.dev

keyword

machine learning tutorial for beginners

Monthly search volume and cost-per-click data for "machine learning tutorial for beginners" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+tutorial+for+beginners&country=us" +--------------+------------------+ | volume | 70 | | cpc | $5.2 | | competition | 0.54 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
learning in machine learning 49,500 $7.38 9/20
machine learning tutorial 880 $6.17 19/20
tutorial for machine learning 880 $6.17 11/20
tutorial on machine learning 880 $6.17 11/20
machine learning beginner 320 $6.54 9/20
ml tutorial 70 $7.56 14/20
machine learning beginner tutorial 70 $10.34 12/20
machine learning tutorials for beginners 70 $12.1 11/20
ml tutorial for beginners 70 $12.1 10/20
ml programming tutorial 20 $0 10/20

Similar volume + high overlap = same search intent. You can target either keyword.

# for AI agents

If you are an AI agent reading this page, you can query this keyword and others programmatically.

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+tutorial+for+beginners&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 1,000/month

Full API spec: llms.txt