Lazarina Stoy – MLforSEO Academy Bundle

Lazarina Stoy – MLforSEO Academy Bundle

Master Machine Learning & Semantic SEO with Hands-On Training, Tools, and Templates

The MLforSEO Academy Bundle by Lazarina Stoy is a powerful two-course training designed for SEOs and digital marketers who want to leverage machine learning and semantic analysis to transform their SEO strategy. Whether you’re a complete beginner or have some technical know-how, this bundle provides hands-on, practical guidance—without requiring you to be a data scientist.

What You’ll Get

This bundle includes two flagship courses packed with actionable content:

1. Introduction to Machine Learning for SEOs
2. Learn the theory and application of machine learning with over 9+ hours of on-demand lessons, dozens of workflows and templates, and real-world SEO use cases.
3. Semantic ML-Enabled Keyword Research
4. Dive deep into semantic search, entity extraction, search intent modeling, and knowledge graphs with another 8+ hours of training, scripts, checklists, and practical labs

 Course 1: Introduction to Machine Learning for SEOs

This beginner-friendly course walks you through ML theory and shows you how to apply ML to SEO problems with tools like Google NLP, KeyBERT, OpenAI, and more.

Modules Include:

• Machine Learning Basics: Understand the differences between AI and ML, task types, and automation use cases.
• Classification: Identify user intent and categorize content using ML-powered techniques.
• Clustering: Learn advanced grouping tactics using LDA, BERTopic, and KeyBERT for keyword and content segmentation.
• Entity Extraction: Use NLP APIs to extract semantic data from content for audits and internal linking.
• Fuzzy Matching: Match URLs and metadata using similarity models—ideal for 404s, redirects, and hreflang analysis.
• Content Transformation: Use GPT and BERT to repurpose content into different formats and improve metadata.

Bonus Lessons:

Advanced workflows like anomaly detection, customer segmentation, and clustering images by color.

Course 2: Semantic ML-Enabled Keyword Research

This course teaches you how to build a semantic keyword universe using ML and data science techniques that go beyond traditional keyword tools.

What You’ll Learn:

• Entity-Driven Keyword Research: Understand entities, EAV models, and extract entities with Google NLP.
• Search Query Sequences: Learn how users evolve their queries and how to identify hidden intent.
• SERP Analysis: Automate SERP data collection with APIs and analyze feature placements, content formats, and platforms.
• Search Intent Classification: Use rule-based and AI models to classify keywords by intent.
• Knowledge Graphs: Leverage Google’s KG API to uncover relationships and build topic maps.
• Content Automation: Generate content briefs from semantic clusters and integrate research into editorial strategies.

Bonus Labs & Tools:

Includes scripts for NLP, Google APIs, DataForSEO integration, and complete checklists to move from theory to action.

Who Is This For?

• SEO Professionals & Strategists who want to deepen their technical and AI knowledge.
• Content Marketers looking to build scalable, user-centric strategies.
• Digital Marketing Agencies offering advanced SEO services.
• Data-Savvy Beginners with a desire to get hands-on with AI-powered tools.

Why Choose This Bundle?

• Beginner-Friendly Yet Deep: No technical background required; complex ideas are broken down into clear, manageable steps.
• Real SEO Use Cases: Everything is framed around practical SEO problems, not abstract machine learning theory.
• Actionable Tools: Includes templates, scripts, Miro boards, labs, checklists, and ongoing updates.
• Massive Value: For a one-time price, you get two in-depth courses with over 17+ hours of training and growing content.

Final Thoughts

The MLforSEO Academy Bundle is more than just a learning resource—it’s an execution toolkit for SEOs ready to integrate AI, NLP, and semantic strategies into their workflow. With Lazarina Stoy’s step-by-step guidance and tons of practical exercises, you’ll walk away confident in building more intelligent, more effective SEO systems using the power of machine learning.