Jyotiprakash Mishrablog.jyotiprakash.org·Dec 17, 2024Introduction to Linear and Logistic Regression in PythonMachine learning often seems intimidating at first glance, but at its core, it builds upon mathematical concepts we're already familiar with. Let's demystify two fundamental regression techniques through their mathematical foundations. Linear Regress...3 likes·252 readsMachine Learning
govinda takstudy-pcaclassification-breast-cancer.hashnode.dev·Nov 28, 2024Comparative Study: PCA & Classification in Breast Cancer DetectionPCA-Based Classification for Breast Cancer Detection Early detection of breast cancer can significantly improve patient outcomes, making accurate diagnostic tools essential. Machine learning (ML) has revolutionized medical diagnostics by providing p...1 likeMachine Learning
Anix Lynchgozeroshot.dev·Nov 5, 2024Logistic RegressionLogistic Regression Math Suppose we have a dataset showing the relationship between patient age ( \( x \) ) and whether or not they have a disease ( \( y \) ), where \( y = 1 \) means "has disease" and \( y = 0 \) means "no disease." Age \( x \)D...logistic regression
Aaronmylog.hashnode.dev·Oct 16, 2024Logistic Regression: A Gentle Introduction for Machine Learning BeginnersHave you ever wondered how machines make decisions? Whether it’s predicting if an email is spam, determining if a customer will buy a product, or estimating the likelihood of a disease, logistic regression plays a pivotal role in these predictions. I...1 like·62 readsData Science
Omkar Kastureomkarkasture.hashnode.dev·Sep 30, 2024Introduction to Classification Models: Exploring Logistic RegressionIntroduction In this Article, we’ll be diving into three important classification models: Logistic Regression K-Nearest Neighbors (KNN) Linear Discriminant Analysis (LDA) As mentioned earlier, there are two types of prediction problems: Regress...10 likesThe Ultimate Machine Learning GuideMachine Learning
Riya Boseblogbyriyabose.hashnode.dev·Sep 25, 2024Mastering Classification Models: Advanced Techniques and Best PracticesPart - I https://blogbyriyabose.hashnode.dev/diving-deeper-into-machine-learning-a-detailed-exploration-of-regression-classification-and-clustering Part-II Classification models are essential tools in the machine learning arsenal, widely used across ...#ClassificationModels
Abdul-Salam Adebayoemployee-attrition-prediction.hashnode.dev·Sep 23, 2024How to Predict Employee Attrition Using Python and Logistic RegressionIntroduction Have you ever considered what it takes to build a resume-worthy project from the ground up? During my summer internship, I had the remarkable opportunity to delve into data science, which was truly enlightening. The endless nature of dat...26 likes·129 readsData Science
ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·Sep 17, 2024A Comprehensive Guide to Binary Classification in Machine LearningBinary classification is a fundamental concept in machine learning where the goal is to classify data into one of two distinct classes or categories. It is widely used in various fields, including spam detection, medical diagnosis, customer churn pre...10 likes·149 readsMachine Learningspam detection
Vamshi Avamshi.co·Sep 16, 2024Step-by-Step Guide to Logistic Regression for ClassificationWhat is Classification? When it comes to Machine Learning, the 2 most commonly used algorithms are Linear and Logistic Regression. In this article I'm going to explain the second most commonly used machine learning algorithm - Logistic Regression. In...logistic regression
Nischal Baidarnischalbaidar.hashnode.dev·Aug 23, 2024Day 9 - Placement Project: Logistic Regression📈Project Overview This project demonstrates the application of logistic regression to predict placement outcomes based on features such as CGPA and IQ scores. The goal is to build a predictive model that can accurately determine whether a student will...endtoendproject
