Data Science Articles

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Niklas Donges Niklas Donges
Updated on August 15, 2024

What Is Transfer Learning? Exploring the Popular Deep Learning Approach.

Discover the value of transfer learning and how to use it.

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Vivek Vinushanth Christopher Vivek Vinushanth Christopher
Updated on August 14, 2024

Understanding the Hidden Markov Model

Hidden Markov models are probabilistic frameworks where the observed data are modeled as a series of outputs generated by one of several internal, hidden states.

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Koby Karp Koby Karp
Updated on August 13, 2024

5 Lessons I Learned Building a Generative AI Platform

Our expert recounts his team’s nine-month journey spent examining data, exploring ethics and dealing with pushback from traditionalists.

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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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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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