Machine Learning Articles

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Adesh Gautam Adesh Gautam
Updated on July 31, 2023

SARSA Reinforcement Learning Algorithm: A Guide

State-action-reward-state-action (SARSA) is an on-policy reinforcement learning algorithm used to teach a new Markov decision process policy. Learn how it works and how to code it.

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Parag Radke Parag Radke
Updated on July 20, 2023

Monte Carlo Tree Search: A Guide

Monte Carlo tree search (MCTS) is a heuristic search algorithm for decision processes. Here’s what you need to know.

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Ellen Glover Ellen Glover
Updated on July 20, 2023

What Is Synthetic Data?

Synthetic data allows people to digitally generate the exact data they need, on demand.

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Suraj Gurav Suraj Gurav
Updated on July 17, 2023

An Introduction to the Confusion Matrix in Python

A confusion matrix is used to evaluate the accuracy of your classification model. Here’s how to build one in Python and read it.

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Sara A. Metwalli Sara A. Metwalli
Updated on July 12, 2023

What Is Data Labeling in Machine Learning?

Data labeling is a crucial step for supervised machine learning algorithms. Here’s what you need to know about data labeling methods, advantages and best practices.

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Noah Topper Noah Topper
Updated on July 10, 2023

Sigmoid Activation Function: An Introduction

The sigmoid activation function is one of the earliest activation functions used in machine learning, but it still has many useful applications today. Our expert explains everything you need to know.

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Sparsh Gupta Sparsh Gupta
Updated on June 30, 2023

The 7 Most Common Machine Learning Loss Functions

Every machine learning engineer should know about these common loss functions and when to use them.

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Jye Sawtell-Rickson Jye Sawtell-Rickson
Updated on June 29, 2023

What Is Augmented Reality (AR)?

Augmented reality technology places digital artifacts into the real world by way of a smartphone or headset. Here’s how AR works and some interesting applications.

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Ken Cox Ken Cox
Updated on June 28, 2023

Why We Can’t Ignore the Dark Side of AI

As AI continues to evolve, it introduces greater security and data risks. Here’s what we need to do about it.  

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Ellen Glover Ellen Glover
Updated on June 26, 2023

15 Machine Learning Tools to Know

Machine learning is getting more complicated, but these tools are making it easier than ever to harness its power.

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