Machine Learning Algorithms Articles

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Shanti Greene and Benjamin Weinert Shanti Greene and Benjamin Weinert
Updated on July 18, 2024

Want Better AI Outputs? Use Prompt Tuning.

In part three of the series, our experts delve into prompt tuning and its approaches, including hard versus soft prompting.

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Roman Davydov Roman Davydov
Updated on July 02, 2024

What Is Digital Manufacturing?

Digital manufacturing is an emerging system in which companies integrate intelligent automation and AI tools to centralize and streamline the manufacturing process. Our expert explains how it works.

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Vivek Vinushanth Christopher Vivek Vinushanth Christopher
Updated on June 06, 2024

Self Organizing Maps Explained

Self organizing maps is a data visualization technique that reduces the dimensions of data to make it easier to understand high-dimensional data. Learn how it works. 

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Adith Narasimhan Kumar Adith Narasimhan Kumar
Updated on May 13, 2024

Mean Normalization Explained

Mean normalization is the process of calculating and subtracting the mean for every feature in a machine learning model and is used in feature scaling. Learn how it works.

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Jacob Toftgaard Rasmussen Jacob Toftgaard Rasmussen
Updated on May 09, 2024

Understanding the Derivative of the Sigmoid Function

The derivative of the sigmoid function is the sigmoid function multiplied by one minus the sigmoid function and is used in backpropagation. Learn how to calculate it.

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Richmond Alake Richmond Alake
Updated on May 07, 2024

How to Build Your Own RAG System With LlamaIndex and MongoDB

Retrieval augmented generation systems improve LLM responses by extracting semantically relevant information from a database to add context to the user input. Here’s how to build your own.

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Frank Kane Frank Kane
Updated on April 25, 2024

Machine Learning Engineer vs. Data Scientist: What’s in a Name?

What jobs should you be applying to? Let’s break it down.

Andrey Koptelov Andrey Koptelov
Updated on April 20, 2024

Why AI Is the New Front Line in Cybersecurity

As artificial intelligence and machine learning become more common in cyber attacks, the technologies will also have a larger role to play in hardening defenses.

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Eric Siegel Eric Siegel
Updated on April 05, 2024

How to Sell a Machine Learning Project

Never sell “AI.” Instead, pitch operational improvements, with no more than a footnote to mention machine learning as part of the solution.

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Mrinal Tyagi Mrinal Tyagi
Updated on April 02, 2024

Histogram of Oriented Gradients: An Overview

Histogram of oriented gradients (HOG) is a feature descriptor used in computer vision and image processing for object detection. Learn how it works.

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