MLforSEO Academy
Self-paced courses in machine learning, AI search and entity SEO for marketers. Pay once, learn at your own pace, keep the workbooks.
New here?
Five practitioner-led courses, from ML basics to agentic search and entity audits.
Browse courses5 courses · 2 instructors · 10 reviews, all 5 stars · 140+ learners
Courses
Pick the workflow you want to learn
Each course pairs video lessons with the workbooks, templates and scripts to run the work on your own site.
Lazarina StoyIntroduction to Machine Learning for SEO
Go from zero to running your first ML workflows for SEO: classification, clustering, entity extraction, fuzzy matching and content transformation.
Beginner · 34 lessons · 10+ hours
“ML can be a dense and complicated subject, but Lazarina explains everything in a way that feels engaging and accessible.”
€250 excl. VAT
One-time payment · lifetime access
Lazarina StoySemantic AI-powered SEO Keyword Research
Build a semantic keyword universe and an automated content-brief workflow, from query understanding through SERP analysis to delivery.
Intermediate · 34 lessons · 15+ hours
“One of the best courses I've bought and is helping me stay relevant as an SEO.”
€400 excl. VAT
One-time payment · lifetime access
Beatrice GambaAI Search Optimization & Agentic SEO
Optimize for the AI agents that browse, decide, and act on your behalf. Make your brand findable, trustworthy, and actionable to the systems mediating discovery, and measure influence when rankings stop telling the whole story.
Intermediate · 14 lessons · ~6 hours
“It moves past the SEO vs GEO debate and gives an actual model of how retrieval, filtering and citation work, not just tips.”
€400 excl. VAT
One-time payment · lifetime access
Beatrice GambaAI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
Win in both traditional Google and LLM-driven search by mastering entities, brand recognition, and knowledge graph integration.
Beginner · 51 lessons
“It is one of the best courses I have ever taken, without a doubt.”
€200 excl. VAT
One-time payment · no time limit to finish
Opens 1 Nov
Lazarina StoyThe AI-powered Entity Audit
A complete, repeatable entity audit you can run on any site. Built on the 5Cs of entity representation and demonstrated end to end on a real, unedited site.
Intermediate · 27 lessons
Opens 1 Nov · €100 launch price for the waitlist until 14 Nov (€150 standard)
Bundles
Save with a bundle
Bundles combine courses for less than buying them one by one.
Bundle: Introduction to Machine Learning for SEO + Semantic AI-powered SEO Keyword Research + AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
Includes Introduction to Machine Learning for SEO, Semantic AI-powered SEO Keyword Research, AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
€650 excl. VAT
€850 if bought separately
View bundle: Bundle: Introduction to Machine Learning for SEO + Semantic AI-powered SEO Keyword Research + AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for BrandsBundle: Introduction to Machine Learning for SEO + AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
Includes Introduction to Machine Learning for SEO, AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
€400 excl. VAT
€450 if bought separately
View bundle: Bundle: Introduction to Machine Learning for SEO + AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for BrandsBundle: Semantic AI-powered SEO Keyword Research + AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
Includes Semantic AI-powered SEO Keyword Research, AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
€500 excl. VAT
€600 if bought separately
View bundle: Bundle: Semantic AI-powered SEO Keyword Research + AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for BrandsBundle: AI Search Optimization & Agentic SEO + AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
Includes AI Search Optimization & Agentic SEO, AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
€500 excl. VAT
€600 if bought separately
View bundle: Bundle: AI Search Optimization & Agentic SEO + AI Search & LLMs: Entity SEO and Knowledge Graph Strategies for Brands
How it works
From checkout to your first lesson in minutes
Choose a course
Or a bundle, if you want more than one.
Pay once at checkout
VAT is handled for your country and an invoice is issued automatically.
Learn in My courses
Self-paced video lessons. Start straight after payment.
Ask in the Slack community
Bring questions about the lessons to the free MLforSEO Slack.
Every course includes
- Self-paced video lessons
- Workbooks and templates
- A certificate of completion
From students
What learners say
ML can be a dense and complicated subject, but Lazarina explains everything in a way that feels engaging and accessible.

Emina Demiri-WatsonHead of Digital Marketingon Introduction to Machine Learning for SEO
One of the best courses I've bought and is helping me stay relevant as an SEO.

Vinnie WongHead of Organic Growthon Semantic AI-powered SEO Keyword Research
It moves past the SEO vs GEO debate and gives an actual model of how retrieval, filtering and citation work, not just tips.
Michele Mazzalion AI Search Optimization & Agentic SEO
Questions about buying and access
How do I access my course after paying?
Access starts as soon as your payment is confirmed. Log in and open My courses: every course you own is there, with your progress saved.
How long do I have access?
All courses are self-paced, with no time limit to finish. Each course page states its access terms; most include lifetime access.
Do prices include VAT?
No. Prices exclude VAT; VAT is added for EU individuals, calculated at checkout from your billing country. EU businesses with a valid VAT number are reverse-charged: enter it at checkout.
Can I get an invoice for my company?
Yes. An invoice is issued automatically at checkout with your billing details. If you need a correction (company name, address, VAT number), reply to the invoice or order email.
What is your refund policy?
You agree at checkout that your access starts as soon as your payment is confirmed, which means the standard 14-day right of withdrawal no longer applies. We still offer a goodwill refund: ask within 7 days of purchase and, if you’ve used no more than 5% of the course (about one lesson of a 20-lesson course; opening a lesson or downloading a resource counts as use), you get a full refund. We check this against the access log, so there’s nothing for you to prove. Mistakes, such as buying the same course twice, are always reviewed. The details are in our payments, refunds and returns policy.
Can I buy for my team?
Yes. We can set up bulk checkout and one invoice for several seats. Get in touch with the number of seats you need, or reply to your order email.
Is there a membership?
Not yet. Courses are sold one by one or in bundles. If you’d like to hear when a membership opens, join the membership waitlist.
Another question? Contact us
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Most of MLforSEO is free to read.
- BlogTutorials with the code, templates and data
- GlossaryML and AI search terms in plain language
- Resource libraryNotebooks, templates and checklists to copy
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