seodata.dev

keyword

how to code machine learning

Monthly search volume and cost-per-click data for "how to code machine learning" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=how+to+code+machine+learning&country=us" +--------------+------------------+ | volume | 50 | | cpc | $6.32 | | competition | 0.38 | | country | US | | updated | 2026-05-24 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
learning machine learning 49,500 $6.95 10/20
python and machine learning 3,600 $6.65 9/20
python machine learning 3,600 $6.65 9/20
learn python machine learning 2,900 $6.75 10/20
machine learning for python 2,900 $6.16 10/20
tutorial for machine learning 880 $6.17 9/20
tutorial on machine learning 880 $6.17 9/20
machine learning tutorial 880 $6.17 8/20
machine learning how to 720 $9.09 8/20
machine learning example code 110 $4.13 9/20

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=how+to+code+machine+learning&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