ML Terminology
Machine Learning (ML) has its own vocabulary that helps in understanding the concepts, methods, and tools involved. This article provides an overview of essential ML terminology, making it easier for …
AI
Machine Learning
Machine Learning (ML) is a subset of artificial intelligence (AI) that enables systems to learn and improve from experience without explicit programming. It focuses on building algorithms and models that …
Testing a Perceptron
Once a perceptron has been trained, the next step is to test its performance. Testing ensures the perceptron can generalize and produce accurate predictions on unseen data. In this article, …
Training a Perceptron
The perceptron is one of the simplest types of artificial neural networks, and its training process is the foundation for understanding more advanced machine learning models. This article will guide …
Pattern Recognition
Pattern recognition is a pivotal concept in artificial intelligence (AI) and machine learning. It focuses on identifying patterns and regularities in data to make predictions or classifications. This article delves …
Perceptrons
Perceptrons are the fundamental building blocks of artificial neural networks, marking the origin of machine learning and deep learning models. Introduced in 1958 by Frank Rosenblatt, the perceptron is a …
Scatter Plots
Scatter plots are a powerful visualization tool used to display relationships between two variables. By plotting data points on a two-dimensional graph, scatter plots help identify patterns, trends, and correlations …
Linear Graphs
Linear graphs are one of the simplest yet most powerful tools in mathematics and data visualization. They represent relationships between two variables using a straight line, making them an essential …
Machine Learning Examples
Machine Learning (ML) has seamlessly integrated into our daily lives, powering applications and technologies that enhance convenience, efficiency, and decision-making. Whether it’s predicting your next favorite song or diagnosing diseases, …
Machine Learning in JavaScript
Machine Learning (ML) has traditionally been associated with languages like Python and R. However, JavaScript is rapidly emerging as a powerful tool for developing and deploying ML applications, especially for …