seodata.dev

keyword

what math is needed for machine learning

Monthly search volume and cost-per-click data for "what math is needed for machine learning" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=what+math+is+needed+for+machine+learning&country=us" +--------------+------------------+ | volume | 40 | | cpc | $0 | | competition | 0.34 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
math for ai 90,500 $1.4 8/20
mathematics for machine learning 2,400 $4.15 9/20
machine learning math requirements 140 $4.74 13/20
maths required for machine learning 140 $4.74 13/20
math needed for machine learning 140 $4.74 10/20
what mathematics is needed for machine learning 40 $8.8 18/20
what maths is needed for machine learning 40 $0 18/20
mathematics needed for artificial intelligence 30 $6.78 9/20
what math do you need for machine learning 20 $0 11/20
mathematics used in machine learning 20 $0 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=what+math+is+needed+for+machine+learning&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