keyword

ml tutorial for beginners

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

$ curl "https://app.seodata.dev/v1/keyword?q=ml+tutorial+for+beginners&country=us" +--------------+------------------+ | volume | 70 | | cpc | $12.1 | | competition | 0.33 | | country | US | | updated | 2026-05-17 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword	volume	cpc	overlap
tutorial machine learning	1,000	$6.63	10/20
machine learning tutorial	880	$6.17	18/20
tutorial for machine learning	880	$6.17	17/20
tutorial on machine learning	880	$6.17	17/20
machine learning tutorials	880	$6.17	14/20
machine learning tutorials for beginners	70	$12.1	15/20
machine learning beginner tutorial	70	$10.34	14/20
machine learning tutorial beginner	70	$4.45	12/20
tutorial ml	70	$6.33	12/20
machine learning tutorial for beginners	70	$5.2	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=ml+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