Machine and Deep Learning Archives

Predicting First Innings Scores in IPL: Using Machine Learning

Pradip SinghJuly 19, 20240812 reads

this study is to forecast the initial scores in Indian Premier League (IPL) cricket matches by employing machine learning methodologies. Through the analysis of past match data we create model…

Dimensionality Reduction with PCA: Using Machine Learning

Pradip SinghJuly 19, 20240640 reads

In this study, the Principal Component Analysis (PCA) method is examined to decrease dimensions in classification works. The intention here is to reduce the number of features so that our…

Differentiating Dogs and Cats; Using advanced Deep Learning Techniques for Image Recognition

Shivam KashyapJuly 19, 20240687 reads

This work proposes to classify images of dogs and cats using state-of- modern machine learning techniques. Developing a model of precisely identifying between dog and cat images using CNN is…

Deep Learning Enhancement of Road Safety: Detection of Distracted Drivers

Shivam KashyapJuly 19, 20240762 reads

This study attempts to identify driving instances using advanced techniques for deep learning. By using driver image analysis, we develop models which are capable of efficiently identifying and classifying distractions…

Wine Quality Prediction: Using Machine Learning

Shivam KashyapJuly 19, 20240862 reads

The study aims to predict wine quality by applying machine learning techniques. We develop models that can highly accurately predict the quality ratings provided by experts by means of thorough…

Predicting Research Topics: Using Machine Learning

Shivam KashyapJuly 19, 20240444 reads

The current study employs machine learning techniques to predict subjects for studies. We derive models that efficiently classify the papers into predefined subject areas by using textual data extraction from…

Project Overview: Using Machine Learning

Shivam KashyapJuly 19, 20240566 reads

An overview of several machine learning initiatives is given in this article along with project goals, methods, and results from each of them. This README is a complete guide for…

Medical Diagnosis Prediction Using Machine Learning

Shivam KashyapJuly 19, 20240520 reads

This work proposes to accurately predict the medical diagnosis by using machine learning algorithms. Patient data analysis helps us to develop models with exact diagnosis predictions, consequently enabling rapid intervention…

Predicting Loan Repayment: Using Machine Learning

Shivam KashyapJuly 19, 20240638 reads

This study employs machine learning methods to show loan repayment situation. By means of borrower data analysis, we develop models with exact loan repayment prediction capacity. Methodology: Complete set of…

Optimizing Machine Learning Models: A Learner’s Guide to Model Selection and Tuning

Shivam KashyapJuly 19, 20240554 reads

Highlighting model selection & hyperparameter tuning, this notebook presents a by-guide on how to effectively utilize machine learning models. By investigating several algorithms and approaches, participants receive practical experience for…