keyword

ng machine learning

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

$ curl "https://api.seodata.dev/v1/keyword?q=ng+machine+learning&country=us" +--------------+------------------+ | volume | 40 | | cpc | $7.06 | | competition | 0.42 | | country | US | | updated | 2026-06-25 | +--------------+------------------+

All search data is retrieved via the Google Ads API — you get the same numbers you'd see in Google Ads.

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword	volume	cpc	overlap
machine learning with andrew ng	1,900	$6.37	13/20
machine learning by andrew ng	1,600	$6.66	20/20
andrew ng machine learning	1,600	$6.66	12/20
coursera machine learning andrew ng	1,300	$3.61	11/20
machine learning andrew ng	320	$4.97	17/20
ml andrew ng	90	$4.79	11/20
stanford machine learning andrew ng	90	$6.97	11/20
machine learning andrew	50	$4.17	11/20
machine learning ng	40	$5.82	11/20
stanford andrew ng	40	$4.51	11/20

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://api.seodata.dev/v1/keyword?q=ng+machine+learning&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