Machine Learning Algorithms Articles

Sorted By: Most Recent
Juan Ramirez Juan Ramirez
Updated on May 13, 2024

Here’s What You Need to Know About Llama 3

The latest version of Meta’s large language model is open source.

Image: Shutterstock / Built In
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.

Image: Shutterstock / Built In
James Evans James Evans
Updated on May 10, 2024

What Is Retrieval Augmented Generation (RAG)?

Use RAG to customize large language model outputs.

Image: Shutterstock / Built In
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.

Image: Shutterstock / Built In
Vivek Vinushanth Christopher Vivek Vinushanth Christopher
Updated on May 07, 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. Learn more.

Image: Shutterstock / Built In
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.

Image: Shutterstock / Built In
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.

Image: Shutterstock / Built In
Gordon Gottsegen Gordon Gottsegen
Updated on April 18, 2024

28 Machine Learning Examples and Applications to Know

Machine learning is at the helm of social media, self-driving cars and more daily applications.

Image: Shutterstock
Shanti Greene and Benjamin Weinert Shanti Greene and Benjamin Weinert
Updated on April 17, 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.

Image: Shutterstock / Built In