Analytics Insight

Building a Career in Natural Language Processing (NLP): Key Skills and Roles

NLP is one of the fastest-growing fields in AI as it allows machines to understand human language, interpret, and respond. It's everywhere, from chatbots to language translation tools. NLP is also ...
IEEE

Semantic Analysis System to Recognize Moving Objects by Using a Deep Learning Model

Abstract: This study focuses on enhancing the accuracy and efficiency of semantic analysis systems for recognizing moving objects within video sequences. The primary aim is to improve object detection ...
GitHub

Using LDA, SVM, and Decision Trees to deal with MNIST data set

This project involves the classification of handwritten digits using three different classifiers: Linear Discriminant Analysis (LDA), Support Vector Machines (SVM), and Decision Trees. The goal is to ...
Frontiers

Random forests algorithm boosts genetic risk prediction of systemic lupus erythematosus

1 Department of Paediatrics and Adolescent Medicine, The University of Hong Kong, Hong Kong, China 2 Shenzhen Futian Hospital for Rheumatic Diseases, Shenzhen, China Patients with systemic lupus ...
Analytics India Magazine

How to select the best set of features using SVM?

Support Vector Machine (SVM) is one of the supervised machine learning algorithms which can be used for either classification or regression. Among the various supervised learning algorithms, SVM is ...
IEEE

SVM Classifier and evaluation of muscle power of EMG signals and Python implementation

Abstract: In this work, an EMG-based signal implemented through a Python programming methodology classifier is presented. The developed system is based on the flexor digitorum profundus muscle signals ...