Query & Theory

Failing to understanding confounding variables can lead to incorrect conclusions (and decisions) about cause and effect. In this post we dive into examples and how to handle confounding variables.

A great SQL IDE is a must-have for data practitioners of all levels. In this post, we talk about all the best IDEs, their pros and cons and which to consider based on your needs.

A technical deep-dive into building Fabi.ai's Analyst Agent, from AI agent architecture decisions to implementing an enterprise-grade agent framework.

BI and data analytics are close cousins but do have their differences. In this article we explore their definitions and the pros and cons of each to help guide in your decision.

Thanks to Analyst Agent, data teams can quickly create, configure and deploy AI agents to let business teams explore data on their own.

Data cleaning is the first step of making good use of any data. However, it has its challenges. In this post we explore the challenges and best alternatives.

In this article we explore the different reasons to consider Python for code generation and the top 5 tools in 2025 depending on your use case.

3 quick ways to run a Python script in just a few minutes.

Marketing Mix Models (MMM) are a powerful tool to understand the impact various factors, such as spend by channel, have on sales. In this post we explore MMMs and provide a practical step-by-step guide to building your first model.

AI can be a force multiplier for data analysis and finding the right tool is critical. In this article we explore the best AI tools for data analysis in the enterprise.

Seaborn heatmaps are a powerful visualization tool for storytelling and exploratory data analysis. Learn how to quickly get started with a step-by-step guide and examples.

Discover how AI is transforming data exploration practices, from traditional analysis to instant insights. Learn key tools and techniques for modern data analytics.

Ad hoc data analysis is a normal part of running a data team. In this article we explore what it is, how to manage it, and tips to improve collaboration and efficiency.