seodata.dev

keyword

ml programming tutorial

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

$ curl "https://app.seodata.dev/v1/keyword?q=ml+programming+tutorial&country=us" +--------------+------------------+ | volume | 20 | | cpc | $0 | | competition | 0.07 | | country | US | | updated | 2026-05-16 | +--------------+------------------+

# 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
learning machine learning 49,500 $6.95 8/20
python machine learning 3,600 $6.65 8/20
machine learning tutorial 880 $6.17 15/20
tutorial for machine learning 880 $6.17 8/20
tutorial on machine learning 880 $6.17 8/20
ml tutorial 70 $7.56 12/20
machine learning tutorial for beginners 70 $5.2 10/20
tutorial ml 70 $6.33 9/20
how to program machine learning 50 $5.59 8/20

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+programming+tutorial&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