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Data Engineering Guide

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

Using MLOps to Quickly Deploy and Sustain Machine Learning Pipelines

Machine learning operations (MLOps) is a process used to streamline and standardize the entire ML lifecycle for rapid deployment and maintenance of ML pipelines.
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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.
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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.
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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.
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A Modern ETL Process

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

Overview

Platform

Snowflake Marketplace

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Collaboration

Data Science & ML

Cybersecurity

Applications

Data Warehouse

Data Lake

Data Engineering

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Solutions

For Industries

Advertising, Media, and Entertainment

Financial Services

Healthcare & Life Sciences

Manufacturing

Public Sector

Retail / CPG

Technology

For Departments

Marketing Analytics

Product Development

IT

Finance

Company

Overview

About Snowflake

Investor Relations

Leadership & Board

Careers

Newsroom

Speakers Bureau

ESG at Snowflake

Snowflake Ventures

Why Snowflake

Overview

Why Snowflake

Customer Stories

Partners

Services

Solutions

For Industries

Advertising, Media, and Entertainment

Financial Services

Healthcare & Life Sciences

Manufacturing

Public Sector

Retail / CPG

Technology

For Departments

Marketing Analytics

Product Development

IT

Finance

Company

Overview

About Snowflake

Investor Relations

Leadership & Board

Careers

Newsroom

Speakers Bureau

ESG at Snowflake

Snowflake Ventures

The Data Cloud

Overview

Platform

Snowflake Marketplace

Snowpark

Powered by Snowflake

Live Demo

Workloads

Collaboration

Data Science & ML

Cybersecurity

Applications

Data Warehouse

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