seodata.dev

keyword

how to get started with machine learning

Monthly search volume and cost-per-click data for "how to get started with machine learning" in US.

$ curl "https://app.seodata.dev/v1/keyword?q=how+to+get+started+with+machine+learning&country=us" +--------------+------------------+ | volume | 110 | | cpc | $9.37 | | competition | 0.48 | | country | US | | updated | 2026-03-29 | +--------------+------------------+

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
beginning machine learning 320 $6.54 10/20
getting started with machine learning 140 $6.2 14/20
get started with machine learning 140 $6.2 11/20
how to start machine learning 140 $7.74 10/20
how to get started in machine learning 110 $9.37 14/20
machine learning how to start 40 $7.11 10/20
starting with machine learning 30 $8.25 13/20
machine learning start 30 $8.25 12/20
start with machine learning 30 $8.25 12/20
start machine learning 30 $4.52 11/20

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=how+to+get+started+with+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