Data Science Articles

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Michael Galarnyk Michael Galarnyk
Updated on March 14, 2024

How to Use the Z-Table

A z-table, or standard normal table, reveals what percentage of values fall below a certain z-score in a normal distribution. Here’s how to use one and create your own.

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Ellen Glover Ellen Glover
Updated on March 13, 2024

What Is Conversational AI?

Whether it’s asking questions or making chit-chat, conversational AI lets you talk to your computer.

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Joel Hereth Joel Hereth
Updated on March 12, 2024

How to Optimize SQL for Large Data Sets

Optimizing SQL for large data sets is an important step in managing the performance of your database. Follow these best practices to achieve faster data retrieval and efficiency. 

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Rohit Thakur Rohit Thakur
Updated on March 12, 2024

Beginner’s Guide to VGG16 Implementation in Keras

VGG16 is a convolutional neural net architecture that’s used for image recognition. It utilizes 16 layers with weights and is considered one of the best vision model architectures to date.

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Frank H. McCourt, Jr. and Michael J. Casey Frank H. McCourt, Jr. and Michael J. Casey
Updated on March 12, 2024

What If We Lived in an Open Data Economy?

In an excerpt from their latest book, our experts imagine a world where we’re in control of our own online experience.

Okan Yenigün Okan Yenigün
Updated on March 11, 2024

DBSCAN Clustering Algorithm Demystified

Density-based spatial clustering of applications with noise (DBSCAN) is a clustering algorithm used to define clusters in a data set and identify outliers. Here’s how it works. 

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Sachin Dev Sachin Dev
Updated on March 07, 2024

Understanding Overfitting vs. Underfitting in Machine Learning

Overfitting and underfitting are two problems that can occur when building a machine learning model and can lead to poor performance. Learn what causes them and how to fix it.

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Bushra Anjum & Ken Hu Bushra Anjum & Ken Hu
Updated on March 05, 2024

How to Build an Agile Framework for Machine Learning Projects

Machine learning projects can get unwieldy without a clear framework. Our experts explain how they built one based on the Agile methodology.

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Stephen Adesina Stephen Adesina
Updated on March 04, 2024

Python Circular Import Error Solved

Python circular import is an error that occurs when two or more modules mutually depending on each other try to import before fully loading. Here’s how to solve it.

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Chris Dowsett Chris Dowsett
Updated on February 28, 2024

What Is Business Intelligence?

Business intelligence (BI) provides insights that guide business decisions and business monitoring while taking advantage of growing volumes of data stored by organizations.

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