keyword

machine learning tutorials for beginners

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

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+tutorials+for+beginners&country=us" +--------------+------------------+ | volume | 70 | | cpc | $12.1 | | competition | 0.33 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword	volume	cpc	overlap
learning machine learning	49,500	$6.95	10/20
machine learning tutorial	880	$6.17	18/20
tutorial for machine learning	880	$6.17	15/20
tutorial on machine learning	880	$6.17	15/20
machine learning tutorials	880	$6.17	12/20
machine learning beginner tutorial	70	$10.34	15/20
ml tutorial for beginners	70	$12.1	15/20
machine learning tutorial beginner	70	$4.45	11/20
machine learning tutorial for beginners	70	$5.2	11/20
ml tutorial	70	$7.56	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+tutorials+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