Predictive machine learning model with 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa.
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Updated
Mar 17, 2023 - Python
Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.
Predictive machine learning model with 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa.
Developed a robust brain stroke prediction model leveraging machine learning techniques. The Random Forest classifier has 90% classification accuracy, which was the highest (among all the machine learning classifiers).
This Projects creates a model that predicts Google Play Store Apps Rating based on parameters like No. of Installs, reviews, size, category , genres etc. It compares several classification model like Xgboost(booster ensembler), Random Forest(bagger ensembler), Logistic regression, Support Vector Machine(SVC) and Bayesian Classifier.
A curated list of my machine learning projects. Machine learning (ML) is the study of computer algorithms that improve automatically through experience and by the use of data. It is seen as a part of artificial intelligence.
This is the machine learning I have done in The University of British Columbia
Using Machine Learning to predict the likelihood of a loan default using a loan data set obtainable from Kaggle. I employed Classification for the building the machine learning models as the target variables were binary, 0 and 1 representing no default and defaulted.
This is a machine learning model to predict the survival in titanic disaster.
The Loan Prediction project aims to determine whether a loan should be approved or rejected by considering various factors. It uses various machine learning algorithms to reach out the best result.
This is Machine Learning Beginner level Project. In this Project We can Predict fire in forest based on some features.
Analysis of Contraceptive Discontinuation using machine learning
Predicting house prices in California using machine learning techniques.
Salary Prediction with Machine Learning
Projects on Machine learning using classification and regression techniques
Build Models using Machine Learning Algorithms
Iris flower classification using machine learning algorithms.
Machine Learning for Breast Cancer Prediction - Using Logistic Regression, ANN, SVM
Best practices for solving Machine Learning Regression problems
This short project focuses on creating a Machine learning model to predict the impact of years of experience on salary
In this repository I have uploaded all my machine learning Assignments