by Joche Ojeda | Dec 16, 2023 | A.I
Understanding Machine Learning Models 1. What Are Models? Definition: A machine learning model is an algorithm that takes input data and produces output, making predictions or decisions based on that data. It learns patterns and relationships within the data during...
by Joche Ojeda | Dec 16, 2023 | A.I
Support Vector Machines (SVM) in AI and ML Support Vector Machines (SVM) are a set of supervised learning methods used in artificial intelligence (AI) and machine learning (ML) for classification and regression tasks. They are known for their effectiveness in...
by Joche Ojeda | Dec 13, 2023 | A.I
Introduction to Machine Learning in C#: Spam using Binary Classification This example demonstrates the basics of machine learning in C# using ML.NET, Microsoft’s machine learning framework specifically designed for .NET applications. ML.NET offers a versatile,...
by Joche Ojeda | Dec 7, 2023 | A.I
Neural Networks: An Overview Neural networks are a cornerstone of artificial intelligence (AI), simulating the way human brains analyze and process information. They consist of interconnected nodes, mirroring the structure of neurons in the brain, and are employed to...
by Joche Ojeda | Dec 6, 2023 | A.I
Decision Trees and Naive Bayes Classifiers Decision Trees Overview: Decision trees are a type of supervised learning algorithm used for classification and regression tasks. They work by breaking down a dataset into smaller subsets while at the same time developing an...
