Data Science Articles

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Sowjanya Padmanabhuni and Ranjini Vaidyanathan Sowjanya Padmanabhuni and Ranjini Vaidyanathan
Updated on August 13, 2024

What Enterprises Need to Know Before Adopting a LLM

Large language models are general, all-purpose tools that need to be customized to be effective. Here’s what you need to know before adopting one for your business.

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Shanti Greene and Benjamin Weinert Shanti Greene and Benjamin Weinert
Updated on August 13, 2024

How to Fine-Tune LLMs

When pre-trained large language models don’t cut it for your business goals, fine-tuning may very well be the answer.

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Rohan Jagtap Rohan Jagtap
Updated on August 13, 2024

Understanding the Markov Decision Process (MDP)

The Markov decision process (MDP) is a mathematical framework used for modeling the decision-making problems where the outcomes are partly random and controllable. Here’s what you need to know.

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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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