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Air Quality Prediction

Air Quality Prediction

Rp 1299

Rp 4999

Air quality prediction using machine learning involves using statistical models and algorithms to analyze historical and real-time data on air quality, weather conditions, and other environmental factors to forecast future levels of air pollution.

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Has discount
Expiry period Lifetime
Made in English
Last updated at Fri Apr 2023
Level
Intermediate
Total lectures 8
Total quizzes 0
Total duration 01:00:18 Hours
Total enrolment 6
Number of reviews 1
Avg rating
Short description Air quality prediction using machine learning involves using statistical models and algorithms to analyze historical and real-time data on air quality, weather conditions, and other environmental factors to forecast future levels of air pollution.
Outcomes
  • Understanding the problem statement.
  • Understanding different libraries and their respective uses.
  • In depth exploratory data analysis of each feature.
  • Data visulization and preprocessing.
  • Creating custom functions for machine learning models
  • In depth explanation of data imputation and filling missing data.
  • Defining an approach to solve ML classification problems.
  • Data preperation for Machine Learning model.
  • Training and testing the model using cross validation.
Requirements
  • Basics programming knowledge