seodata.dev

keyword

machine learning for undergraduates

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

$ curl "https://app.seodata.dev/v1/keyword?q=machine+learning+for+undergraduates&country=us" +--------------+------------------+ | volume | 20 | | cpc | $0 | | competition | 0.24 | | country | US | | updated | 2026-06-02 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
course machine learning 6,600 $12.91 7/20
machine learning courses 6,600 $12.91 7/20
courses machine learning 5,400 $12.21 7/20
machine learning online course 2,400 $17.62 6/20
online course machine learning 2,400 $17.62 6/20
machine learning course online 1,900 $14.35 8/20
machine learning coursera 1,900 $8.56 5/20
machine learning major 140 $6.7 7/20
machine learning undergraduate 20 $10.41 10/20
undergraduate machine learning 20 $0 10/20

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=machine+learning+for+undergraduates&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