seodata.dev

keyword

beginner machine learning course

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

$ curl "https://app.seodata.dev/v1/keyword?q=beginner+machine+learning+course&country=us" +--------------+------------------+ | volume | 140 | | cpc | $9.26 | | competition | 0.7 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
course machine learning 6,600 $12.91 8/20
machine learning course online 1,900 $14.35 8/20
machine learning courses for beginners 140 $9.26 16/20
machine learning beginner course 140 $9.26 15/20
machine learning for beginners course 140 $9.26 15/20
machine learning beginners course 140 $9.26 12/20
machine learning course for beginners 140 $8.52 11/20
machine learning basics course 40 $8.41 11/20
best machine learning courses for beginners 40 $8.07 10/20
machine learning basic course 40 $5.88 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=beginner+machine+learning+course&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