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Data Analysis Articles

Get insights on the latest tools & methods that you can use to analyze your data more effectively. Our data analysis blog will help you develop your skills.
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Data Engineering

Data Warehouse Architecture: Trends, Tools, and Techniques

Learn the essentials of data warehouse architecture, from key components to best practices, to build a scalable and efficient data system!
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Kurtis Pykes

March 10, 2025

Data Science

The Standard Normal Distribution: What It Is and Why It Matters

Discover the fundamentals of the standard normal distribution and its significance in statistics, data science, and machine learning. Learn how to apply this concept to real-world data analysis.
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Josef Waples

March 2, 2025

Data Analysis

Conditional Probability: A Close Look

Conditional probability measures the likelihood of an event occurring when another event has already taken place. It’s determined by relating the joint probability of both events to the probability of the given event.
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Vinod Chugani

February 27, 2025

Data Engineering

What is Change Data Capture (CDC)? A Beginner’s Guide

This guide explores CDC methods, use cases, implementation tools, challenges, and best practices to help you build scalable and low-latency data pipelines.
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Khalid Abdelaty

February 25, 2025

Data Engineering

Data Modeling Explained: Techniques, Examples, and Best Practices

Discover how data modeling helps organize and structure data for efficient storage, management, and analysis.
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Kurtis Pykes

February 19, 2025

Data Engineering

Top 20 Data Ingestion Tools in 2025: The Ultimate Guide

Explore the top 20 data ingestion tools in the market. Compare features, benefits, and pricing to find the perfect tool for your data integration use case.
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Srujana Maddula

February 12, 2025

Data Engineering

Understanding Data Ingestion: Types, Techniques, and Tools

Discover the basics of data ingestion, techniques, tools, and best practices for managing different data types effectively!
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Kurtis Pykes

January 22, 2025

Data Science

Understanding the Gini Coefficient: A Measure of Inequality

Unlock the methods to calculate and interpret the Gini coefficient. Explore its uses in economics, sociology, and policy-making.
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Amberle McKee

January 22, 2025

Learner Stories

From Manual Processing to Automation Expert: Joseph's DataCamp Journey

Discover Joseph's journey from manual processing to automation expert at DataCamp. Learn how he transformed workflows with Python and SQL skills to drive automation.
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Matt David

January 21, 2025