keyword

ng courses

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

$ curl "https://api.seodata.dev/v1/keyword?q=ng+courses&country=us" +--------------+------------------+ | volume | 40 | | cpc | $0 | | competition | 0.33 | | 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
andrew ng	18,100	$6.9	12/20
andrew ng stanford	14,800	$5.52	13/20
machine learning by andrew ng	1,600	$6.66	14/20
andrew ng courses	590	$6.17	12/20
andrew ng course	590	$6.17	10/20
machine learning andrew ng	320	$4.97	11/20
andrew ng machine learning courses	320	$6.88	10/20
andrew ng data science course	70	$8.17	12/20
edx andrew ng	50	$2.32	12/20
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+courses&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