liveBook · Manning

Data mining

As explained in WordPress Power Toolkit: Harness AI to build next-level websites

Deep data mining is the computational analysis of large or complex datasets to discover patterns, relationships, anomalies, and predictive signals.

Data mining uses AI to examine very large datasets and uncover patterns, relationships, anomalies, processes, trends, and predictive signals that people would not notice by inspecting the data themselves. It can also improve its analysis over time. In search engine optimization, this helps explain how search systems assess websites and evolve their ranking algorithms. section 11.2.4 section 12.1.1

Amazon recommendations

Amazon can compare a customer’s purchase history with the behavior of many similar customers. If people who bought the same television later bought an antenna, the system may recommend that antenna through features such as Frequently Bought Together, Top Deals, or Categories to Explore. section 12.1.1

The scale changes what analysis can reveal: instead of following one visible trail through a dataset, AI can examine many trails at once and identify connections hidden across the whole collection. The resulting insights can inform website improvements and help owners stay aware of changing search algorithms. section 11.2.4 section 12.1.1

How WordPress Power Toolkit: Harness AI to build next-level websites covers it

How deep it goes
Defines large-scale pattern discovery and illustrates prediction, but stops short of explaining algorithms or implementation details.
Examples
Uses social-media trend detection, Amazon purchase matching, television-and-antenna recommendations, and an intelligent-drone analogy.
What you can do after
Evaluate how AI-derived patterns can explain rankings, predict behavior, and guide improvements to a website or recommendation experience.
How it connects
Connects data mining with artificial intelligence, search engine optimization, contextualization, latent semantic indexing, and recommendation systems.

Also explained in

Compare how 4 books explain data mining →

Related concepts

This explainer was generated by Manning's knowledge graph from the text of WordPress Power Toolkit: Harness AI to build next-level websites. The section links point to the parts of the book it draws on.