Estuary Blog | Data Basics for Data Engineers - Page 8

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Deploy CDC and Streaming ETL in Minutes Using Estuary Flow

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Estuary 101 Webinar

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ECOSYSTEM

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How Forward Cut Real-Time Analytics Costs by 50%

Real-Time, Cost-Effective Data Sync to Snowflake

Data Integration for Apache Iceberg

PostgreSQL to Snowflake

View all success stories

READ

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DEMO

Estuary Flow Product demo

Estuary Flow Product demo

Watch Interactive Demo

Deploy CDC and Streaming ETL in Minutes Using Estuary Flow

Deploy CDC and Streaming ETL in Minutes Using Estuary Flow

Real-time 101 (30 min)

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More about Estuary and related technologies, straight from the team.

Our blog breaks down basic concepts and takes you into the minds of our engineers. We also dig into the business principles that guide our company and allow us to build great solutions for yours.

All Data basics Data engineering Tutorial

8 Reasons Why Data Silos Are Problematic & How To Fix Them

8 Reasons Why Data Silos Are Problematic & How To Fix Them

Jeffrey Richman · March 20, 2025

8 Reasons Why Data Silos Are Problematic & How To Fix Them

Machine Learning Statistics: Uncovering Unnoticed Patterns

Machine Learning Statistics: Uncovering Unnoticed Patterns

Jeffrey Richman · May 13, 2023

Machine Learning Statistics: Uncovering Unnoticed Patterns

MongoDB vs MySQL: Detailed Comparison

MongoDB vs MySQL: Detailed Comparison

Jeffrey Richman · February 28, 2025

MongoDB vs MySQL: Detailed Comparison

Firebase vs. MongoDB: Major Differences

Firebase vs. MongoDB: Major Differences

Jeffrey Richman · February 28, 2025

Firebase vs. MongoDB: Major Differences

Real-Time Data Ingestion Architecture: Tools & Examples

Real-Time Data Ingestion Architecture: Tools & Examples

Jeffrey Richman · February 28, 2025

Real-Time Data Ingestion Architecture: Tools & Examples

Kafka to Azure Integration: 2 Easy Ways

Kafka to Azure Integration: 2 Easy Ways

Jeffrey Richman · April 28, 2023

Kafka to Azure Integration: 2 Easy Ways

How to Create an Incremental Model with dbt and Snowflake

How to Create an Incremental Model with dbt and Snowflake

Jeffrey Richman · April 27, 2023

How to Create an Incremental Model with dbt and Snowflake

dbt Cloud vs dbt Core: Major Differences

dbt Cloud vs dbt Core: Major Differences

Jeffrey Richman · May 22, 2024

dbt Cloud vs dbt Core: Major Differences

17 Best Data Integration Tools in 2025 (ETL, ELT & Real-Time Solutions)

17 Best Data Integration Tools in 2025 (ETL, ELT & Real-Time Solutions)

Jeffrey Richman · March 20, 2025

17 Best Data Integration Tools in 2025 (ETL, ELT & Real-Time Solutions)

What is BigQuery Sandbox and How to Use it?

What is BigQuery Sandbox and How to Use it?

Jeffrey Richman · April 25, 2023

What is BigQuery Sandbox and How to Use it?

Data Streaming: Benefits, Use Cases, Components, & Examples

Data Streaming: Benefits, Use Cases, Components, & Examples

Jeffrey Richman · February 25, 2025

Data Streaming: Benefits, Use Cases, Components, & Examples

CDC Replication: What It Is, How It Works, & Best Practices

CDC Replication: What It Is, How It Works, & Best Practices

Jeffrey Richman · February 25, 2025

CDC Replication: What It Is, How It Works, & Best Practices

Top 11 Data Management Tools and Software in 2025

Top 11 Data Management Tools and Software in 2025

Jeffrey Richman · April 18, 2025

Top 11 Data Management Tools and Software in 2025

10 Best Data Replication Tools to Consider in 2025

10 Best Data Replication Tools to Consider in 2025

Jeffrey Richman · February 28, 2025

10 Best Data Replication Tools to Consider in 2025

What Are the Types of Data Replication?

What Are the Types of Data Replication?

Jeffrey Richman · February 28, 2025

What Are the Types of Data Replication?

All About the 4 Data Mesh Core Principles

All About the 4 Data Mesh Core Principles

Jeffrey Richman · February 28, 2025

All About the 4 Data Mesh Core Principles

On-Premise to Cloud Migration: 5 Best Ways

On-Premise to Cloud Migration: 5 Best Ways

Jeffrey Richman · June 17, 2024

On-Premise to Cloud Migration: 5 Best Ways

A Guide to Real-Time Data Visualization

A Guide to Real-Time Data Visualization

Jeffrey Richman · April 13, 2023

A Guide to Real-Time Data Visualization

13+ Best Data Streaming Platforms: Scalable Solutions 2025

13+ Best Data Streaming Platforms: Scalable Solutions 2025

Jeffrey Richman · March 20, 2025

13+ Best Data Streaming Platforms: Scalable Solutions 2025

Data Warehouse Best Practices in 2025: A Guide

Data Warehouse Best Practices in 2025: A Guide

Jeffrey Richman · March 20, 2025

Data Warehouse Best Practices in 2025: A Guide

7+ Google Firestore Query Performance Best Practices for 2024

7+ Google Firestore Query Performance Best Practices for 2024

Jeffrey Richman · August 21, 2024

7+ Google Firestore Query Performance Best Practices for 2024

Snowflake vs Redshift vs BigQuery: Major Differences Explained

Snowflake vs Redshift vs BigQuery: Major Differences Explained

Jeffrey Richman · October 3, 2024

Snowflake vs Redshift vs BigQuery: Major Differences Explained

Data Streaming Architecture: Components, Process, & Diagrams

Data Streaming Architecture: Components, Process, & Diagrams

Jeffrey Richman · January 30, 2025

Data Streaming Architecture: Components, Process, & Diagrams

10 Best Open-Source Databases: Features, Architecture, & Uses

10 Best Open-Source Databases: Features, Architecture, & Uses

Jeffrey Richman · July 2, 2024

10 Best Open-Source Databases: Features, Architecture, & Uses

What Is Streaming Analytics? Azure, AWS, & Kafka Explained

What Is Streaming Analytics? Azure, AWS, & Kafka Explained

Jeffrey Richman · November 13, 2024

What Is Streaming Analytics? Azure, AWS, & Kafka Explained

How To Enable SQL Server Change Data Capture In 5 Steps

How To Enable SQL Server Change Data Capture In 5 Steps

Jeffrey Richman · February 25, 2025

How To Enable SQL Server Change Data Capture In 5 Steps

PostgreSQL vs. MongoDB: Differences, Strengths, and Use Cases

PostgreSQL vs. MongoDB: Differences, Strengths, and Use Cases

Jeffrey Richman · March 24, 2025

PostgreSQL vs. MongoDB: Differences, Strengths, and Use Cases

What is Data Streaming Technology? Best Practices & Examples

What is Data Streaming Technology? Best Practices & Examples

Jeffrey Richman · February 25, 2025

What is Data Streaming Technology? Best Practices & Examples

DataOps for Streaming: How to Manage Your Real-Time Data

DataOps for Streaming: How to Manage Your Real-Time Data

Jeffrey Richman · February 28, 2025

DataOps for Streaming: How to Manage Your Real-Time Data

PostgreSQL Data Types Explained With Examples

PostgreSQL Data Types Explained With Examples

Jeffrey Richman · February 28, 2025

PostgreSQL Data Types Explained With Examples