seodata.dev

keyword

machine learning beginner projects

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

$ curl "https://app.seodata.dev/v1/search-volume?q=machine-learning-beginner-projects&country=us" +--------------+------------------+ | volume | 140 | | cpc | $3.11 | | competition | 0.47 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
projects to learn machine learning 1,300 $5.27 16/20
machine learning projects 1,000 $5.02 12/20
machine learning beginner project 140 $3.11 13/20
simple machine learning project 110 $1.63 16/20
machine learning basic project 110 $2.85 13/20
simple machine learning projects 110 $1.63 13/20
beginner machine learning project 90 $4.37 14/20
beginner machine learning projects 90 $2.16 13/20
beginner ml projects 40 $6.34 12/20
machine learning project example 30 $0.3 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/search-volume?q=machine-learning-beginner-projects&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