seodata.dev

keyword

introduction to machine learning course

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

$ curl "https://app.seodata.dev/v1/keyword?q=introduction+to+machine+learning+course&country=us" +--------------+------------------+ | volume | 70 | | cpc | $4.35 | | competition | 0.13 | | 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 14/20
machine learning course 6,600 $12.91 14/20
machine learning courses 6,600 $12.91 14/20
courses machine learning 5,400 $12.21 10/20
online course machine learning 2,400 $17.62 14/20
machine learning online course 2,400 $17.62 13/20
machine learning course online 1,900 $14.35 15/20
intro to ml 110 $6 11/20
intro to machine learning course 70 $7.57 13/20
machine learning introduction course 30 $5.62 14/20

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=introduction+to+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