keyword

machine learning for programmers

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

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+for+programmers&country=us" +--------------+------------------+ | volume | 590 | | cpc | $21.01 | | competition | 0.5 | | country | US | | updated | 2026-06-24 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword	volume	cpc	overlap
learning in machine learning	49,500	$7.38	10/20
machine learning	49,500	$7.38	9/20
learning machine	49,500	$6.95	8/20
learning machine learning	49,500	$6.95	8/20
machine learning course	6,600	$12.91	8/20
machine learning ai	5,400	$11.81	7/20
online course machine learning	2,400	$17.62	7/20
programming and machine learning	590	$13.32	9/20
machine learning and programming	590	$21.01	8/20
study machine learning	40	$10.74	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=machine+learning+for+programmers&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 500/month, $4.99/mo unlimited

Full API spec: llms.txt