FrostHashfrostcode.hashnode.dev·14 hours agoBuilding a Linear RegressorRegression is estimating the relationship between input data and continuous output data. The data is typically in the form of real numbers, and the goal is to calculate the underlying function that maps the input to the output. Consider the following...linearregression
FrostHashfrostcode.hashnode.dev·14 hours agoComputing Regression AccuracyIn the previous blog, we learned how to build a regressor. It is also important to understand how to evaluate the quality of a regressor as well. In this context, an error is defined as the difference between the actual value and the predicted value ...linearregression
Pranav Bawgikarpranavbawg.hashnode.dev·Dec 21, 2024Simple Linear Regression Theory[25] Simple Linear Regression Linear Regression is the simplest statistical regression method used for predictive analysis. The most common is the simple linear regression which consists of 1 independent variable + 1 dependent variable. It is one of ...simple linear regression
Marcel Otavio Cerribioprocess.hashnode.dev·Nov 14, 2024Regressão Linear em PythonNeste artigo, vamos aprender um pouco sobre regressão linear em Python, explorando conceitos básicos e desvendando códigos que te levarão entender essa ferramenta. Estes conhecimento pode abrir portas para a análise de dados e a construção de modelos...Python
HowAiWorksblog.howai.works·Nov 9, 2024Linear Regression in MATLAB: A Comprehensive GuideLinear regression is a powerful statistical technique widely used in data analysis and machine learning. MATLAB provides robust tools and functions for performing linear regression, making it a popular choice among researchers, engineers, and data sc...robust regression
Aurel VHXauradev.hashnode.dev·Nov 8, 2024House Prices PredictionDans le cadre de l'analyse prédictive en immobilier, j'ai entrepris un projet visant à estimer les prix des maisons en utilisant des techniques de machine learning. Ce projet s'appuie sur le dataset "USA Housing", qui fournit diverses informations su...1 likeMachine Learning
Anix Lynchgozeroshot.dev·Nov 5, 2024Linear RegressionLinear Regression Math Suppose we have a small dataset of points showing the relationship between study hours ( \( x \) ) and test scores ( \( y \) ): Study Hours \( x \)Test Score \( y \) 12 23 35 We want to find the line of best fit to p...linearregression
Deepak Kumar Mohantykumarblog-1.hashnode.dev·Oct 26, 2024Finding the Best-Fit Line in Linear Regression – Manual Minimization vs. Gradient DescentWhen working with linear regression, the goal is to identify the best-fit line that captures the relationship between your input (independent) variable x and output (dependent) variable y. This line, represented by the equation: $$h_{\theta}(x) = \th...best fit line
Advaityoadvait.hashnode.dev·Oct 26, 2024LyricsAnalyzer : Song Analysis with NLPStructure Introduction The Mission Building the NLP Pipeline Regression Modelling Project Pipeline and Future Scope Conclusion Introduction Being involved in music and machine learning, I have always been intrigued by the integration of these...41 readsnlp
HowAiWorksblog.howai.works·Oct 25, 2024Linear Regression in Python: A Practical GuideLinear regression is one of the fundamental algorithms in machine learning and statistics. This guide will walk you through implementing and understanding linear regression using Python, NumPy, scikit-learn, and matplotlib. What is Linear Regression?...43 readsPython
