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Data Engineering Guide

Articles about important cloud data engineering topics, including ETL, data integration, and JSON.

How a Data Ingestion Framework Powers Large Data Set Usage

Learn about the different types of ingestion and how they relate to data integration and its methods, including batch and streaming ingestion.

Master Data Management (MDM)

Master Data Management (MDM) is a data organization and consolidation process for uniform information utilization across all systems within an organization.

Types of Regression Models in Machine Learning

We’ll look at what regression analysis is, highlighting seven popular regression models with examples of the real-world business problems they solve.

A Modern ETL Process

Implementing a modern ETL process has significant benefits for efficiently building data applications and empowering data-driven decision-making.

What is a CI/CD Pipeline?

A CI/CD pipeline is a software delivery process used to deploy new and updated software safely by combining automated code building and testing with deployment.

Lambda Architecture

Lambda architecture is a popular deployment model. In this post, we’ll explain how it works and the benefits and drawbacks of using this data architecture.

What Is a Large Language Model and What Can LLMs Do for Data Science?

Large language models (LLMs) are advanced AI systems best known for their ability to generate intelligent and creative responses in human-like ways to queries.

What is Data Modeling?

Differing from database schemas, data modeling maps data using diagrams, symbols, and text to represent associations and involves three primary data model types

What is a Data Pipeline?

A data pipeline is a means of moving data from a source to a destination. Along the journey, data is transformed and optimized, arriving in an analyzable state.