seodata.dev

keyword

best machine learning courses for beginners

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

$ curl "https://app.seodata.dev/v1/keyword?q=best+machine+learning+courses+for+beginners&country=us" +--------------+------------------+ | volume | 40 | | cpc | $8.07 | | competition | 0.65 | | 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 12/20
machine learning courses 6,600 $12.91 12/20
machine learning course online 1,900 $14.35 11/20
best course machine learning 1,000 $10.66 13/20
best course for machine learning 1,000 $10.94 12/20
best online course for machine learning 210 $10.31 12/20
best online course machine learning 210 $10.31 12/20
best online courses machine learning 210 $10.31 12/20
best machine learning course for beginners 40 $8.07 13/20
best online courses in machine learning 30 $8.31 12/20

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=best+machine+learning+courses+for+beginners&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