Data Science Guide

Read more about data science, business intelligence, machine learning, and artificial intelligence and the role they play in the data cloud.

Predictive Modeling for Confidence in Decision-Making

Predictive modeling is a method of identifying trends and envisioning future outcomes by using various methods of modeling data.

What Is XDR (Extended Detection and Response)?

XDR (extended detection and response) is an increasingly popular solution that addresses the complexity of today’s cybersecurity landscape.

Applications of Artificial Intelligence

Applications of artificial intelligence (AI) are the wide-ranging uses businesses and organizations have found to harness and take advantage of Big Data.

What is Spark?

Learn more about Apache Spark, a real-time data processing system, and how Snowflake Snowpark addresses some of Spark's gaps.

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.

Machine Learning Platforms

Discover how machine learning platforms provide users with the tools necessary to develop, deploy, and improve machine learning — specifically algorithms.

CI/CD Pipeline

Learn about CI/CD pipelines, which is an end-to-end software delivery process used to deploy new and updated software safely.

Feature Engineering

Feature engineering is the process of using domain knowledge to transform data into features that machine learning algorithms can understand. Learn more here.

What is IOT

In this guide page we look at what is IoT, how it works, as well as the different types of IoT data and its business value.