LinkedIn · Articles · 2019 to 2026
My LinkedIn articles
8 articles I published on LinkedIn, kept here in full with their images: conference notes, guides, scripts and the systems I built. Each page links back to the original.
4 media· 2 min read
233 resources. 110 concepts. 100 experts. One free AI learning system.
23 learning topics. 110 AI concepts 100 expert profiles. 90+ curated videos. 90+ courses and sites. 70+ GitHub repos. 60+ books and papers. 30+ data fields per expert. 10 concept categories. 6 learning phases. 4 practice milestones, 18...

· 4 min read
I Classified 5.3 Million Keywords in Under a Second. Here's What I Learned About AI That Most People Get Wrong.
Last month, I posted about a system I built: a Topical Clustering Engine that structures 5.3 million raw search queries into a 5-level taxonomy - Categories, Subcategories, Intents, Topics, and Keywords at under 1 millisecond per...
9 media· 2 min read
Top 8 Points - Improving your SEO with conceptual models - Mark Williams-Cook
Here are the top 10 important points from Improving your SEO with conceptual models - Mark Williams-Cook. Video: https://www.youtube.com/watch?v=_AQ9UDqES80. Image Credits: searchnorwich.org. Topics Discussed. Conceptual Models for SEO...
6 media· 17 min read
Brighton SEO Conference 2024
3 Reasons why you need to attend. Its highly impossible to meet 100+ SEO's in one place. Build network, find mentors, meaningful relations. Learn more about tools, technologies ( AI & ML ) and different use cases. Best investment is Invent...

· 2 min read
Mastering Google Search Operators: A Comprehensive Guide
Introduction. The internet is a vast ecosystem of information, and Google is the gatekeeper. It's no surprise then, that understanding how to interact effectively with this powerful tool can vastly improve your research capabilities, SEO...
3 media· 2 min read
Simple Python Script for Clustering Keywords [ Script Included ]
Simple Python Script for Clustering Keywords. 📌Python code that performs clustering of keywords using the Agglomerative Clustering algorithm and TF-IDF vectorization. Here is a brief overview of the functions in the code: 📌...
9 media· 2 min read
Python & NLP for SEO: A Basic Guide
Thanks to Hamlet Batista, Jean-Christophe Chouinard. What is Python? Python is an interpreted, object-oriented, high-level programming language with dynamic semantics. Programmers & SEO fall in love with Python because of the increased...
4 media· 1 min read
Google Search Console Updates & Google Algorithm Update (Sep 24,2019)
3 Main Features from Google Console. Google Search Console Can Report on Same-Day Data ( All data is based on the Pacific time zone ( PST ). Google Search Console New Feature : Structured Data Report for Breadcrumbs. Google Search Console...