seodata.dev

keyword

ml andrew ng

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

$ curl "https://app.seodata.dev/v1/keyword?q=ml+andrew+ng&country=us" +--------------+------------------+ | volume | 90 | | cpc | $4.79 | | competition | 0.44 | | country | US | | updated | 2026-06-20 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
machine learning by andrew ng 1,900 $6.39 20/20
andrew ng machine learning 1,600 $6.66 13/20
machine learning andrew ng 320 $4.97 19/20
machine learning andrew ng course 320 $6.88 14/20
andrew ng machine learning course 320 $6.06 13/20
andrew ng machine learning courses 320 $6.88 13/20
machine learning course andrew ng 320 $6.88 13/20
machine learning course by andrew ng 320 $6.88 12/20
andrew ng ml course 110 $5.69 12/20
andrew ng ml 90 $4.79 13/20

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+andrew+ng&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