ByteScrum TechnologiesforByteScrum Technologiesblog.bytescrum.com·19 hours agoA 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...DiscussMachine Learningspam detection
Vamshi Avamshi.study·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...Discusslogistic 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...Discussendtoendproject
Debanjan Chakrabortysubspace.hashnode.dev·Jul 28, 2024Predicting Loan Approval Risk: A Comprehensive GuideIntroduction Predicting loan approval risk is a critical task for financial institutions. Accurate predictions can help banks and lenders minimize risks and make informed decisions. In this blog post, we will explore a comprehensive approach to build...Discussprediction
Ojas Aroraojas1423.hashnode.dev·Jul 20, 2024Machine Learning Basics: Simple Guide to Regression and Classification for BeginnersMachine learning (ML) is transforming industries by providing systems the ability to automatically learn and improve from experience without being explicitly programmed. This guide will introduce key concepts and techniques that form the backbone of ...Discuss·10 likesMachine Learning
Rashid Ul Haqrashid-ul-haq.hashnode.dev·Jul 14, 2024Mastering Binary Classification with Pure TensorFlow: An In-Depth Step-by-Step GuideIn this blog post, we will dive into the world of binary classification using TensorFlow, covering essential concepts like variables, operations, gradients, and more. Binary classification is a fundamental task in machine learning, where the objectiv...Discuss·10 likesDeep Learning UnpluggedCrossEntropy
Muhammad Ihsanemhaihsan.hashnode.dev·Jul 12, 2024Logistic Regression dan Contoh Penerapannya pada Data TitanicPendahuluan Klasifikasi merupakan salah satu contoh penerapan machine learning yang paling umum dijumpai. Klasifikasi adalah proses di mana kita harus menentukan kategori atau kelas dari data berdasarkan fitur-fitur yang ada. Salah satu metode yang s...DiscussSeri Belajar Machine Learninglogistic regression
Shrey Shahshreyshah173.hashnode.dev·Jul 8, 2024Logistic RegressionWhat is Classification? Before starting Logistic Regression, let me explain the term classification. Classification is a method used to categorize data into different types or groups based on some given criteria. For example, you are given data of ag...DiscussMachine Learning
Devyani Chavandevyanichavan.hashnode.dev·Jun 9, 2024Logistic Regression / Perceptron TrickWe have studied different types of linear regression algorithms, now we will understand logistic regression. It is one of the most important Machine Learning algorithms especially if you are going to study Deep Learning further. This is because it is...Discuss·11 likes·167 readsMachine Learning
Retzam Tarleretzam.hashnode.dev·May 6, 2024Logistic Regression - Supervised Learning Classificationprint("Logistic Regression") This is the 10th consecutive post on this blog, I feel good 👽🦾🎉🤗. Now back to this week's chapter 🏃🏼. Logistic regression is a supervised learning classification model widely used for binary classification tasks. It...Discusslogistic regression
