Vikas SharmaforLatest Bytelatestbyte.hashnode.dev·Feb 19, 2024Support Vector Machines (SVM): A Simple GuideIntroduction: Support Vector Machines (SVM) represent a class of supervised machine learning algorithms widely recognized for their efficacy in classification and regression tasks. At its essence, SVM seeks to delineate decision boundaries in a high-...DiscussDataDreams: Where Machine Learning Meets Reality (Even can dance with you)SVM
Ali Vijdaanvijdaancoding.hashnode.dev·Jan 28, 2024Resume Categorization made Easy with NLP and Machine LearningIntroduction The amalgamation of NLP, a branch of artificial intelligence that enables computers to understand, interpret, and generate human-like text, and machine learning algorithms that empower systems to learn patterns from data, creates a found...Discussnlp
Sudhin Karkitechgigsudhin20.hashnode.dev·Jan 25, 2024Advanced Machine Learning AlgorithmsSupport Vector Machines(SVMs) SVMs is a powerful supervised learning algorithm primarily used for classification tasks and works well when data is linearly separable. It can be used for regression tasks as well. SVMs are based on the concept of suppo...DiscussMachine Learning
Sanjay Msanjay1080.hashnode.dev·Dec 17, 2023Machine Learning (Part 14): Deep dive into Support Vector MachinesWelcome to the next chapter of our expedition through the vast terrain of Machine Learning! In this part, we'll unravel the intricacies of Support Vector Machines (SVMs), a powerful algorithm that excels in classification and regression tasks. Prepar...Discuss·38 readsMachine Learning GuideMachine Learning
Abdulkadir Richard Balasyphonphilter.hashnode.dev·Nov 17, 2023Credit Card Fraud Detection using an Ensemble ML TechniqueToday, the rise of online financial activities has ushered in unprecedented convenience but has also given rise to a looming threat – credit card fraud. As financial transactions grow more intricate, cybercriminals continuously refine their tactics t...Discuss·75 readsMachine Learning
Akhil Soniakhilworld.hashnode.dev·Oct 31, 2023Linear SVM ClassificationThis article tells the classification aspect of support vector machines. Support vector machines are very powerful machine learning model. They have the capability to perform linear as well as non-linear classification, regression and they are effect...DiscussMachine Learning
Isha Jainwhizzx.hashnode.dev·Oct 3, 2023Support Vector Machines for RegressionAbout Support Vector Machines are a part of Supervise Learning Algorithms. These can be used as a part of classification or regression. These can be used to solve linear and non-linear problems. Here, in this part, we are going to see SVM Using Regre...DiscussSVM
Saurabh Naiksaurabhz.hashnode.dev·Sep 30, 2023Elevate Your Machine Learning Game with SVMs and the Kernel TrickIntroduction: Support Vector Machines (SVM) are a powerful class of machine learning algorithms renowned for their ability to handle complex classification and regression tasks. Whether you're building a spam filter, recognizing handwritten character...DiscussML algorithm intuitions with essential conceptsArtificial Intelligence
Ujjawal Sainiblog.ujjawalsaini.me·Aug 5, 2023Support Vector Machine (SVM) Simply ExplainedIn this blog post, we will explain what is Support Vector Machine and how it works, we will also explore the types of Machine Learning, and the best part is that you won't need more than high school maths to understand the basics of SVM. So let's beg...Discuss·55 readsSVM
Pinak Dattapinakdatta.hashnode.dev·Feb 7, 2023Complete Beginners Guide to Support Vector Machine(SVM)Introduction: Support Vector Machine (SVM): is a robust machine learning algorithm that is widely used for classification and prediction tasks. SVM is a linear model that is based on the idea of finding the maximum margin between the closest data poi...Discuss·101 readsSVM