Data Science Articles

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

Should You Build or Buy AI?

It all comes down to your business’s industry and goals.

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Coral Hoh, Ph.D Coral Hoh, Ph.D
Updated on August 13, 2024

Can AI Help People Overcome Dyslexia?

AI surpasses the speed, capability and capacity of the human brain, which is why it might be the perfect tool to find and treat dyslexia and other learning disorders.

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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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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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