AI Agents vs Chatbots: The Difference Explained for Beginners
Learn the difference between AI agents and chatbots, when to use each one, and why agents can plan, use tools, and take action.
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How to Load CSV Data into DuckDB using dlt
Learn how to load a local CSV file into DuckDB with dlt, inspect the result with SQL, and understand the basic pipeline pattern.
dbt Snapshots Explained: Track Historical Changes in Your Data Warehouse
Learn what dbt snapshots are, why they matter, and how to track historical changes in your data warehouse with a beginner-friendly customer status example.
dbt Exposures Explained for Beginners: Connect Models to Dashboards, Reports, and ML Models
Learn what dbt exposures are, why they matter, and how to connect dbt models to dashboards, reports, notebooks, and machine learning workflows.
How to Load API Data into DuckDB with dlt
📘 Introduction In this hands-on tutorial, you will learn how to load data from a REST API into DuckDB using dlt. This is a great first local data pipeline because you do not need a cloud warehouse, a complex setup, or production credentials. We will use dlt to fetch data from...
dlt vs dbt: What is the Difference?
📘 Introduction When you start learning modern data pipelines, you will quickly hear about both dlt and dbt. The names look similar, and both tools are used in data engineering workflows. But they solve different problems. In this beginner-friendly guide, we will explain the difference between dlt and dbt, where each...
What is the dbt Fusion Engine? A Beginner-Friendly Guide
📘 Introduction dbt Fusion is one of the biggest changes in the dbt ecosystem. If you already know dbt Core, you can think of Fusion as a new engine underneath the familiar dbt workflow. You still write models, define dependencies, configure YAML files, define tests, and build transformation logic in SQL....
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