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air-quality-prediction- icon air-quality-prediction-

Generally, Air pollution refers to the release of pollutants into the air that are detrimental to human health and the planet as a whole. It can be described as one of the most dangerous threats that the humanity ever faced. It causes damage to animals, crops, forests etc. To prevent this problem in transport sectors have to predict air quality from pollutants using machine learning techniques. Hence, air quality evaluation and prediction has become an important research area. The aim is to investigate machine learning based techniques for air quality forecasting by prediction results in best accuracy. The analysis of dataset by supervised machine learning technique(SMLT) to capture several information’s like, variable identification, uni-variate analysis, bi-variate and multi-variate analysis, missing value treatments and analyse the data validation, data cleaning/preparing and data visualization will be done on the entire given dataset. Our analysis provides a comprehensive guide to sensitivity analysis of model parameters with regard to performance in prediction of air quality pollution by accuracy calculation. To propose a machine learning-based method to accurately predict the Air Quality Index value by prediction results in the form of best accuracy from comparing supervise classification machine learning algorithms. Additionally, to compare and discuss the performance of various machine learning algorithms from the given transport traffic department dataset with evaluation of GUI based user interface air quality prediction by attributes.

algo_ds_notes icon algo_ds_notes

It is a repository that is a collection of algorithms and data structures with implementation in various languages.

blogger icon blogger

Blogger is a basic blogging application which includes user to create an account and post their views.

clf-p01---aws-certified-cloud-practitioner---practice- icon clf-p01---aws-certified-cloud-practitioner---practice-

The AWS Certified Cloud Practitioner examination is intended for individuals who have the knowledge and skills necessary to effectively demonstrate an overall understanding of the AWS Cloud, independent of specific technical roles addressed by other AWS Certifications. The exam can be taken at a testing center or from the comfort and convenience of a home or office location as an online proctored exam. Becoming an AWS Certified Cloud Practitioner is a recommended, optional step toward achieving an Associate-level or Specialty certification.

css3-demos icon css3-demos

This repo is the code and demo of new features in CSS and ready-to-use css code.

d-bug icon d-bug

Find the Bugs, Fix the Code ✔✨

docs icon docs

The open-source repo for docs.github.com

dsa-bootcamp-java icon dsa-bootcamp-java

This repository consists of the code samples, assignments, and notes for the Java data structures & algorithms + interview preparation bootcamp of WeMakeDevs.

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