Data Science Articles

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Stephen Gossett Stephen Gossett
Updated on August 12, 2024

16 Natural Language Processing Examples to Know

The ability of computers to quickly process and analyze human language is transforming everything from translation services to human health.

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Eric Siegel Eric Siegel
Updated on August 12, 2024

Predictive AI Streamlines Operations In This Surprisingly Simple Way

Your biggest operations are made up of many small decisions. Predictive modeling can help you make them.

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Shesh Narayan Gupta Shesh Narayan Gupta
Updated on August 12, 2024

Deep Convolutional Neural Networks (DCNN) Explained

A deep convolutional neural network (DCNN) is a convolutional neural network (CNN) with multiple layers that is commonly used to analyze images. Here’s what to know.

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Kevin Epstein Kevin Epstein
Updated on August 12, 2024

Why Machine Learning Projects Fail — and How to Make Sure They Don’t

Machine learning projects are probably different from what you’re used to. Here’s how to do them right.

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Ren Jie Tan Ren Jie Tan
Updated on August 09, 2024

Mean Average Precision (mAP) Explained

Mean average precision is a metric used to calculate the performance of information retrieval and object detection models. Learn how to calculate it.

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Jay Mishra Jay Mishra
Updated on August 09, 2024

How Generative AI Is Transforming Text Data Extraction

Advancements in generative AI have made it possible to speed up the text data extraction process making it easier to analyze structured and unstructured data. Here’s how it works.  

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Risto Hinno Risto Hinno
Updated on August 09, 2024

Singular Value Decomposition (SVD) Algorithm Explained

Singular value decomposition (SVD) is a matrix factorization method that generalizes the eigendecomposition of a square matrix to any matrix. Here’s how it works.

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Rogers Jeffrey Leo John Rogers Jeffrey Leo John
Updated on August 09, 2024

An LLM Is Like a Hungry Bear. Be Careful What You Feed It.

LLMs promise to democratize data science, but they also pose grave security risks if we’re not careful. Our expert offers tips for staying safe

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Suraj Gurav Suraj Gurav
Updated on August 08, 2024

5 Pandas Groupby Tricks to Know in Python

In Pandas, groupby splits all the records from your data set into different categories or groups and offers you flexibility to analyze the data.

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K. Jagathish K. Jagathish
Updated on August 08, 2024

grep Command in Linux and Unix: A Tutorial

The grep command is a tool in Linux and Unix that’s used to search for specific text within files, such as words, phrases or patterns. Learn the code.

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