Data Modeling Articles

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Erik Brown Erik Brown
Updated on December 19, 2024

Understanding and Embracing Synthetic Data in AI

Synthetic data has the potential to speed up and improve the building of AI models. Here’s why it may overshadow real data models by 2030.

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Giorgos Myrianthous Giorgos Myrianthous
Updated on December 09, 2024

Fact Table vs. Dimension Table: What’s the Difference?

A fact table contains the primary keys to a referenced dimension table, and the dimension table contains the descriptive information. They make up the key components in star schema.

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Mike Hyzy and Erik Krisko Mike Hyzy and Erik Krisko
Updated on December 09, 2024

Why You Should Blend CRISP-DM With Scrum in Agile Data Science

By merging the methods of Scrum and CRISP-DM, you can meet the needs of both the data scientist and stakeholder. Here’s how.

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Thulasi Rangan Jayakumar Thulasi Rangan Jayakumar
Updated on November 19, 2024

Understanding Multicollinearity in Regression

Multicollinearity is a common data analysis and statistics issue that can impact the accuracy and reliability of regression model results. Here’s how to address it.

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Ted Lango Ted Lango
Updated on October 16, 2024

Your AI Initiatives Depend on Getting This Part Right

Without good data, AI is useless. Our expert explains how to make sure your data will support your AI plans.

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Stephen Gossett Stephen Gossett
Updated on October 15, 2024

20 Free Datasets for Data Science Projects

Looking for free datasets to practice with? Check out these ones suggested by data science instructors.

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Claire D. Costa Claire D. Costa
Updated on October 15, 2024

12 Data Science Projects for Beginners and Experts

Data science is a booming industry. Try your hand at these projects to develop your skills and keep up with the latest trends.

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Sara A. Metwalli Sara A. Metwalli
Updated on September 05, 2024

What Is the Gamma Distribution?

The Gamma distribution is one of the most popular and commonly used continuous time distributions because it has many real-world applications. Here are some examples.

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Vasu Sattenapalli Vasu Sattenapalli
Updated on August 19, 2024

How Generative AI Will Empower Self-Service Data Management

Generative AI and large-language models allow non-technical users to work directly with data, but make sure you implement these systems carefully.

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Derek Ashmore Derek Ashmore
Updated on August 19, 2024

Here Are 5 Ways to Get the Most Out of MLOps

The key to optimization might just be automation.

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