Machine Learning Articles

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Noah Topper Noah Topper
Updated on January 25, 2023

Is Artificial General Intelligence (AGI) Possible?

Artificial general intelligence is the ultimate goal of much research in the field, but is it possible? Our expert says that depends on another question: Is the human brain a computer?

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Richmond Alake Richmond Alake
Updated on January 19, 2023

Understanding Cosine Similarity and Its Applications

Understand the basics behind the technique cosine similarity that is used across different fields and domains of machine learning.

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Jye Sawtell-Rickson Jye Sawtell-Rickson
Updated on January 17, 2023

What Is PyTorch?

PyTorch is an open-source machine learning framework used for training deep neural networks.

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Michael Jarus Michael Jarus
Updated on January 10, 2023

What Should We Expect From AI?

AI can solve problems we can think of, but it can’t think of problems we should solve.

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Artem Oppermann Artem Oppermann
Updated on December 28, 2022

5 Deep Learning and Neural Network Activation Functions to Know

Activation functions help a neural network model complex relationships in the data but how (and when) do we use them, exactly?

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Javaid Nabi Javaid Nabi
Updated on December 21, 2022

Multiclass Classification With an Imbalanced Data Set

Multiclass classification is a task that involves classifying data that contains more than two classes. Here’s what you need to know.

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Vegard Flovik Vegard Flovik
Updated on December 20, 2022

An Introduction to Graph Theory

Graph Theory is the study of relationships using vertices connected by edges. It is a helpful tool to quantify and simplify complex systems.

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Peter Grant Peter Grant
Updated on December 05, 2022

Model Validation and Testing: A Step-by-Step Guide

Here’s how to choose the right model for your data through development, validation and testing.

Soner Yıldırım Soner Yıldırım
Updated on November 23, 2022

Dot Product and Matrix Multiplication Explained

The dot product of a matrix is a basic linear algebra calculation used in machine learning to make computations more efficiently as data increases. Here’s how to calculate it.

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Sidath Asiri Sidath Asiri
Updated on November 16, 2022

An Introduction to Classification in Machine Learning

Classification is a supervised machine learning process that predicts the class of input data based on the algorithms training data. Here’s what you need to know.

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