seodata.dev

keyword

hands on machine learning

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

$ curl "https://api.seodata.dev/v1/keyword?q=hands+on+machine+learning&country=us" +--------------+------------------+ | volume | 1,000 | | cpc | $2.64 | | competition | 0.56 | | country | US | | updated | 2026-06-22 | +--------------+------------------+
All search data is retrieved via the Google Ads API — you get the same numbers you'd see in Google Ads.

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword volume cpc overlap
hands-on machine learning 1,000 $1.48 17/20
hands on machine learning with scikit learn keras and tensorflow 1,000 $2.95 14/20
machine learning hands-on 1,000 $1.48 10/20
hands on machine learning with scikit-learn and tensorflow 480 $0.79 18/20
hands on machine learning with scikit learn and tensorflow 480 $0.79 15/20
hands-on machine learning with scikit-learn and tensorflow 480 $0.79 15/20
hands on machine learning with scikit learn and tensorflow book 390 $2.32 11/20
hands on ml with scikit learn and tensorflow 30 $0.55 11/20
hands-on ml with scikit learn and tensorflow 30 $0.55 11/20
hands-on ml with scikit-learn and tensorflow 30 $0.55 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://api.seodata.dev/v1/keyword?q=hands+on+machine+learning&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 500/month, $4.99/mo unlimited

Full API spec: llms.txt