The Rise of Semantic Entity Resolution

This post introduces the emerging field of semantic entity resolution for knowledge graphs, which uses language models to automate the most painful part of building knowledge graphs from text: deduplicating records. Knowledge graphs extracted from text power most autonomous agents, but these contain many duplicates. The work below includes original research, so this post is necessarily technical.

How to Learn AI for Data Analytics in 2025

Data analytics has changed. It is no longer sufficient to know tools like Python, SQL, and Excel to be a data analyst. As a data professional at a tech company, I am experiencing firsthand the integration of AI into every employee’s workflow. There is an ocean of AI tools that can now access and analyze your entire database and help you build data analytics projects, machine learning models, and web applications in minutes. Image by Editor | ChatGPT

Meridian is now available to everyone

Meridian is the open-source Marketing Mix Model (MMM) built by Google for today’s consumer journeys to help make smarter, data-driven decisions when measuring outcomes across channels. Today we’re launching Meridian, the open-source marketing mix model (MMM) built by Google, available to all marketers and data scientists.

10 Excel tips to make your spreadsheets look stunning and professional

While Excel is a powerful tool for organizing data and performing complex calculations, it’s easy to get lost in a sea of numbers and bland cells. At times, when you deal with large databases, your spreadsheets may look like a never-ending number factory. But they don’t have to! With a few simple tweaks, you can transform your spreadsheets from drab to fab and impress your boss.