How to build a keyword clustering tool with Python

Automate the process of grouping thousands of search queries into coherent topics for faster, more scalable content planning.
pv magazine International

Low-cost open-access tool for rooftop PV assessment in informal settlements

Researchers in Brazil developed a low-cost method combining UAV photogrammetry, GIS analysis, and an open-source Python tool ...
GitHub

Loan Approval Prediction using Support Vector Machine (SVM)

Loan approval is a critical decision for banks. Incorrect approvals may lead to financial loss while incorrect rejections may result in lost customers. SVM is effective for classification problems and ...
GitHub

Machine Learning spam classifier achieving 98% accuracy using SVM, NLP, and TF-IDF vectorization

An intelligent spam detection system that classifies SMS/email messages with 98.48% accuracy using machine learning. This project compares multiple algorithms and provides comprehensive performance ...
Design News

How to Build an Arduino-Based Solar Power Prediction System Using Python & Machine Learning, Part 2

In this tutorial, we’ll build on the foundation laid in the “Arduino-Based Solar Power System Using Python & Machine Learning, Part 1” project by exploring how to intelligently select and use machine ...
Frontiers

Comparative analysis of machine learning algorithms for predicting Dubai property prices

Predicting property prices is a crucial task in the real estate market, and machine learning algorithms offer valuable tools for accurate predictions. In this study, we introduce a comprehensive ...
IEEE

Multiple Disease Prediction Using Machine Learning Algorithm

Abstract: Using machine learning techniques like Logistic Regression, The Support Vector Machine i.e. (SVM) classifiers, The Random Forest classifiers i.e. (RFC), The Decision Tree classifiers i.e.
IEEE

Social Media News Classification Using Machine Learning Algorithms

Abstract: Every day, a great amount of data is generated online in the age of technology. However, an unprecedented amount of material is being disseminated online, most of it false news. Fake news is ...
C&EN

Study and Classification of Porosity Stress Sensitivity in Shale Gas Reservoirs Based on Experiments and Optimized Support Vector Machine Algorithm for the Silurian Longmaxi ...

TOC can not only generate gas but also provide the main space for gas storage. The structure of the organic matters within the connected and isolated pore network is essential for gas storage capacity ...
Analytics India Magazine

One vs One, One vs Rest with SVM for multi-class classification

Binary classification algorithms are essential for achieving high accuracy in modelling. Support Vector Machines are popular among data scientists for binary classification tasks. One-vs-Rest and ...